summaryrefslogtreecommitdiffstats
path: root/examples/h5ff_client_timings.c
blob: c7c1b68e77417aa98db7138faa703bbfe92e8260 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
/* 

 * h5ff_timings.c: Do some timing of various write / persist / prefetch / read

 */
/*

 *

 * Creates 3 groups, each with a dataset & a map

 * In /G-logged, objects will read.

 * In /G-prefetched, objects will be evicted & prefetched & read & evicted

 * In /G-stored, objects will be evicted & read

 *    D = dataset; 2d with uint64 datatypes.   size is [ (rows_per_rank*#ranks), (cols_per_row) ]

 *    M = map; uint64 keys ranging from 0 to (rows_per_rank*#ranks*cols_per_row)-1

 *             uint64 values, set to same as dset entries

 *    each rank updates "its" dataset entries & map pairs, based on rows_per_rank variable

 *

 *

 * Notes for possible future modifications:

 * 1) Make Datasets 1D, with entries 2D vectors to mimic ACG Edge List representation

 * 2) Make Maps have values that are vectors of uint64, to mimic ACG Adjacency list representation (step 1)

 * 3) Make Maps have values that variable-length vectors of uint64, to mimic ACG Adjaceny list represenations (really)

 */

#include <stdio.h>

#include <stdlib.h>

#include <assert.h>

#include <string.h>

#include <sys/time.h>

#include "mpi.h"

#include "hdf5.h"


/* define filename for this app, and max size after username prepended */
#define FILENAME_APP "eff_timings.h5"

#define FILENAME_SIZE 256


/* define default sizing parameters - can be changed via command line arguments */
#define DEFAULT_ROWS_PER_RANK 10

#define DEFAULT_COLS_PER_ROW 5


/* macros related to error reporting */
#define STATUS (ret >= 0) ? " " : " - FAILED"

#define ASSERT_RET assert( ret >= 0 )


/* option flags */
int cols_per_row = DEFAULT_COLS_PER_ROW;
int rows_per_rank = DEFAULT_ROWS_PER_RANK;      
int num_iterations = 1;    /* Number of times to perform the commit/persist/evict/prefetch/read/evict cycle */
int verbose = 0;           /* Verbose output - defaults to no */
int time_reads = 0;        /* Time reads after container re-open */

/* global variables and macros used to make timing easier */
struct timeval tv_start;
struct timeval tv_end;
#define START_TIME gettimeofday( &tv_start, NULL )

#define END_TIME gettimeofday( &tv_end, NULL )

#define ELAPSED_TIME (ulong)( (tv_end.tv_usec + 1000000*tv_end.tv_sec) - (tv_start.tv_usec + 1000000*tv_start.tv_sec) ) 


/* function prototypes */
void print_container_contents( hid_t, hid_t, const char*, int );
int  parse_options( int, char**, int, int );
void usage( const char* );

/**************************************************************************************************************/
int main( int argc, char **argv ) {

   /* MPI */
   int my_rank, comm_size;
   int provided;

   /* Container */
   char *user_name;                 /* We'll prepend username to make filename unique */
   char file_name[FILENAME_SIZE];   /* Actual filename to be opened will be user_name + FILENAME_APP */
   hid_t  fapl_id;         
   hid_t  file_id;

   /* Groups */
   hid_t  grp_l_id;
   hid_t  grp_p_id;
   hid_t  grp_s_id;

   /* Dataspaces */
   hid_t    space_l_id;
   hid_t    space_p_id;
   hid_t    space_s_id;

   /* Datasets */
   hid_t    dset_l_id;
   hid_t    dset_p_id;
   hid_t    dset_s_id;
   hsize_t  dset_size[2];
   hid_t    space_id; 

   /* Maps */
   hid_t    map_l_id;
   hid_t    map_p_id;
   hid_t    map_s_id;

   /* Replicas and related properties */
   hrpl_t   dset_p_replica;
   hid_t    dxpl_p_id;
   hid_t    dapl_p_id;
   hrpl_t   map_p_replica;
   hid_t    mxpl_p_id;
   hid_t    mapl_p_id;

   /* Container Version & Read Contexts */
   uint64_t version, versionH;
   hid_t    rc_id, rc_idH;

   /* Transactions  */
   uint64_t tr_num;
   hid_t    tr_id;
   hid_t    trspl_id;
   int      num_tr_leaders;

   /* Memory buffer - sized to hold complete DS or Map Values; sometimes partially used */
   uint64_t *mbuf;

   /* Sizing, dataspace, hyperslab parameters set per-rank */
   hsize_t  rank_mbuf_size[1];
   hsize_t  rank_offset[2], rank_count[2];
   hid_t    rank_space_id;

   /* Variables used for reading data written by a neighbor rank */
   int      neighbor_rank;
   hid_t    neighbor_space_l_id;
   hid_t    neighbor_space_p_id;
   hid_t    neighbor_space_s_id; 
   hsize_t  neighbor_offset[2], neighbor_count[2];

   /* Misc */
   herr_t   ret;
   uint64_t u, r, c;
   uint64_t key;
   int      bytesPerCell;
   int      i;
   int      iteration;

   /****

    * Initialize and create container

    ****/ 

   /* Confirm needed MPI functionality is available */
   MPI_Init_thread( &argc, &argv, MPI_THREAD_MULTIPLE, &provided );
   if ( MPI_THREAD_MULTIPLE != provided ) {
      fprintf( stderr, "APP: ERROR: MPI does not have MPI_THREAD_MULTIPLE support\n" );
      exit( 1 );
   }

   /* Find MPI rank & communicator size */
   MPI_Comm_rank( MPI_COMM_WORLD, &my_rank );
   MPI_Comm_size( MPI_COMM_WORLD, &comm_size );
   if ( my_rank == 0 ) {
      fprintf( stderr, "APP-r%d: Number of MPI processes = %d\n", my_rank, comm_size );
   }

   /* Parse command-line options controlling behavior */
   if ( parse_options( argc, argv, my_rank, comm_size ) != 0 ) {
      exit( 1 );
   }    
   if ( my_rank == 0 ) {
      fprintf( stderr, "APP-r0: Number of MPI processes = %d\n", comm_size );
      fprintf( stderr, "APP-r0: Datasets will have %d rows (%d per rank).\n", (rows_per_rank*comm_size), rows_per_rank );
      fprintf( stderr, "APP-r0: Datasets will have %d columns.\n", cols_per_row );
      fprintf( stderr, "APP-r0: There will be %d iterations.\n", num_iterations );
   }

   /* Initialize the EFF stack, starting FS client, registering HDF5 VOL calls, requesting IOD init */
   fprintf( stderr, "APP-r%d: Initialize EFF stack\n", my_rank );
   EFF_init( MPI_COMM_WORLD, MPI_INFO_NULL );

   /* Specify the IOD VOL plugin should be used and create H5File (EFF container), with user name prepended */
   user_name = getenv( "USER" );
   snprintf( file_name, FILENAME_SIZE, "%s_%s", user_name, FILENAME_APP );
   fprintf( stderr, "APP-r%d: Create %s\n", my_rank, file_name );
   fapl_id = H5Pcreate( H5P_FILE_ACCESS ); assert( fapl_id >= 0 );
   ret = H5Pset_fapl_iod( fapl_id, MPI_COMM_WORLD, MPI_INFO_NULL ); ASSERT_RET;
   file_id = H5Fcreate_ff( file_name, H5F_ACC_TRUNC, H5P_DEFAULT, fapl_id, H5_EVENT_STACK_NULL ); assert( file_id >= 0 );

   /* Create the memory buffer that will be used in many places - both for writing and reading */
   bytesPerCell = sizeof( uint64_t );
   mbuf = (uint64_t *) calloc( (rows_per_rank * comm_size * cols_per_row), bytesPerCell );

   /****

    * Transaction 2: Rank 0 creates H5Objects in the container 

    ****/

   if ( my_rank == 0 ) {

      /* Acquire read context for CV 1 */
      version = 1;
      rc_id = H5RCacquire( file_id, &version, H5P_DEFAULT, H5_EVENT_STACK_NULL ); ASSERT_RET; assert( version == 1 );
      fprintf( stderr, "APP-r%d: rc %lu - Acquired\n", my_rank, version );

      /* Start a transaction with a single leader (the default) */
      tr_num = 2;
      fprintf( stderr, "APP-r%d: tr %lu - Start\n", my_rank, tr_num );
      tr_id = H5TRcreate( file_id, rc_id, tr_num ); assert( tr_id >= 0 );
      ret = H5TRstart( tr_id, H5P_DEFAULT, H5_EVENT_STACK_NULL ); ASSERT_RET;

      /* Add updates to the transaction for Group creates */
      fprintf( stderr, "APP-r%d: tr %d - Create /G-logged /G-prefetched /G-stored\n", my_rank, tr_num );

      grp_l_id = H5Gcreate_ff( file_id, "G-logged", H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT, tr_id, H5_EVENT_STACK_NULL );
      assert( grp_l_id >= 0 );

      grp_p_id = H5Gcreate_ff( file_id, "G-prefetched", H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT, tr_id, H5_EVENT_STACK_NULL );
      assert( grp_p_id >= 0 );

      grp_s_id = H5Gcreate_ff( file_id, "G-stored", H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT, tr_id, H5_EVENT_STACK_NULL );
      assert( grp_s_id >= 0 );

      /* Create Dataspace for Datasets */
      dset_size[0] = rows_per_rank * comm_size;
      dset_size[1] = cols_per_row;
      space_id = H5Screate_simple( 2, dset_size, dset_size ); assert( space_id >= 0 );

      /* Add updates to the transaction for Dataset creates */
      fprintf( stderr, "APP-r%d: tr %d - Create /G-logged/D /G-prefetched/D /G-stored/D\n", my_rank, tr_num );

      dset_l_id = H5Dcreate_ff( grp_l_id, "D", H5T_NATIVE_UINT64, space_id, H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT, tr_id,
                                H5_EVENT_STACK_NULL ); assert( dset_l_id >= 0 );

      dset_p_id = H5Dcreate_ff( grp_p_id, "D", H5T_NATIVE_UINT64, space_id, H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT, tr_id,
                                H5_EVENT_STACK_NULL ); assert( dset_p_id >= 0 );

      dset_s_id = H5Dcreate_ff( grp_s_id, "D", H5T_NATIVE_UINT64, space_id, H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT, tr_id,
                                H5_EVENT_STACK_NULL ); assert( dset_s_id >= 0 );

      ret = H5Sclose( space_id ); ASSERT_RET;      

      /* Add updates to the transaction for Map creates */
      fprintf( stderr, "APP-r%d: tr %d - Create /G-logged/M /G-prefetched/M /G-stored/M\n", my_rank, tr_num );

      map_l_id = H5Mcreate_ff( grp_l_id, "M", H5T_NATIVE_UINT, H5T_NATIVE_UINT, H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT, tr_id,
                               H5_EVENT_STACK_NULL ); assert( map_l_id >= 0 );

      map_p_id = H5Mcreate_ff( grp_p_id, "M", H5T_NATIVE_UINT, H5T_NATIVE_UINT, H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT, tr_id,
                               H5_EVENT_STACK_NULL ); assert( map_p_id >= 0 );

      map_s_id = H5Mcreate_ff( grp_s_id, "M", H5T_NATIVE_UINT, H5T_NATIVE_UINT, H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT, tr_id,
                               H5_EVENT_STACK_NULL ); assert( map_s_id >= 0 );

      /* Finish and commit TR and get RC for it */
      ret = H5TRfinish( tr_id, H5P_DEFAULT, &rc_idH, H5_EVENT_STACK_NULL ); ASSERT_RET;
      ret = H5TRclose( tr_id ); ASSERT_RET;
      fprintf( stderr, "APP-r%d: tr %lu - Finished\n", my_rank, tr_num );

      assert( rc_idH >= 0 ); 
      versionH = tr_num;
      fprintf( stderr, "APP-r%d: rc %lu - Acquired\n", my_rank, versionH );

      /* Release the read handle and close read context on earlier CV */
      ret = H5RCrelease( rc_id, H5_EVENT_STACK_NULL); ASSERT_RET;
      ret = H5RCclose( rc_id ); ASSERT_RET;
      fprintf( stderr, "APP-r%d: rc %lu - Released and Closed\n", my_rank, version );

      /* The just-acquired RC is now the primary rc_id we'll work with (for awhile) */
      rc_id = rc_idH;
      version = versionH;
   }

   /* Rank 0 notifies other ranks that transaction 2 committed and RC acquired */
   MPI_Bcast( &version, 1, MPI_UINT64_T, 0, MPI_COMM_WORLD );

   /****

    * Read Context 2: Other ranks create RC and open HObjects created by rank 0.  

    ****/
   if ( my_rank != 0 ) {
      rc_id = H5RCcreate( file_id, version );
      assert( rc_id >= 0 ); assert ( version == 2 );
      fprintf( stderr, "APP-r%d: rc %lu - Created for rank\n", my_rank, version );

      grp_l_id = H5Gopen_ff( file_id, "G-logged", H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); assert( grp_l_id >= 0 );
      grp_p_id = H5Gopen_ff( file_id, "G-prefetched", H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); assert( grp_p_id >= 0 );
      grp_s_id = H5Gopen_ff( file_id, "G-stored", H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); assert( grp_s_id >= 0 );

      dset_l_id = H5Dopen_ff( grp_l_id, "D", H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); assert( dset_l_id >= 0 );
      dset_p_id = H5Dopen_ff( grp_p_id, "D", H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); assert( dset_p_id >= 0 );
      dset_s_id = H5Dopen_ff( grp_s_id, "D", H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); assert( dset_s_id >= 0 );

      map_l_id = H5Mopen_ff( grp_l_id, "M", H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); assert( map_l_id >= 0 );
      map_p_id = H5Mopen_ff( grp_p_id, "M", H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); assert( map_p_id >= 0 );
      map_s_id = H5Mopen_ff( grp_s_id, "M", H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); assert( map_s_id >= 0 );
   } else {
      if ( verbose ) print_container_contents( file_id, rc_id, "/", my_rank );
   }

   /* Keep track of my_rank's neighbor */
   neighbor_rank = my_rank + 1;
   if ( neighbor_rank == comm_size ) {
      neighbor_rank = 0;
   }

   /* Get the dataspaces for the three datasets and make a copy of each */
   space_l_id = H5Dget_space( dset_l_id ); assert ( space_l_id >= 0 );
   space_p_id = H5Dget_space( dset_p_id ); assert ( space_p_id >= 0 ); 
   space_s_id = H5Dget_space( dset_s_id ); assert ( space_s_id >= 0 );

   neighbor_space_l_id = H5Scopy( space_l_id );
   neighbor_space_p_id = H5Scopy( space_p_id );
   neighbor_space_s_id = H5Scopy( space_s_id );

   /* Select the hyperslab that this rank will update and the hyperslab for reading neighbor's data */
   rank_offset[0] = my_rank * rows_per_rank;
   rank_offset[1] = 0;
   rank_count[0] = rows_per_rank;
   rank_count[1] = cols_per_row;

   neighbor_offset[0] = neighbor_rank * rows_per_rank;
   neighbor_offset[1] = 0;
   neighbor_count[0] = rows_per_rank;
   neighbor_count[1] = cols_per_row;

   ret = H5Sselect_hyperslab( space_l_id, H5S_SELECT_SET, rank_offset, NULL, rank_count, NULL );  ASSERT_RET;
   ret = H5Sselect_hyperslab( space_p_id, H5S_SELECT_SET, rank_offset, NULL, rank_count, NULL );  ASSERT_RET;
   ret = H5Sselect_hyperslab( space_s_id, H5S_SELECT_SET, rank_offset, NULL, rank_count, NULL );  ASSERT_RET;

   ret = H5Sselect_hyperslab( neighbor_space_l_id, H5S_SELECT_SET, neighbor_offset, NULL, neighbor_count, NULL );  ASSERT_RET;
   ret = H5Sselect_hyperslab( neighbor_space_p_id, H5S_SELECT_SET, neighbor_offset, NULL, neighbor_count, NULL );  ASSERT_RET;
   ret = H5Sselect_hyperslab( neighbor_space_s_id, H5S_SELECT_SET, neighbor_offset, NULL, neighbor_count, NULL );  ASSERT_RET;

   /* Create the memory dataspace for a rank - always first part of memory buffer */
   rank_mbuf_size[0] = rows_per_rank * cols_per_row;
   rank_space_id = H5Screate_simple( 1, rank_mbuf_size, rank_mbuf_size ); assert( space_id >= 0 );

   /* Create property lists that will be used */
   dxpl_p_id = H5Pcreate( H5P_DATASET_XFER );                              
   mxpl_p_id = H5Pcreate( H5P_DATASET_XFER );                             
   dapl_p_id = H5Pcreate( H5P_DATASET_ACCESS );
   mapl_p_id = H5Pcreate( H5P_MAP_ACCESS );

   for ( iteration = 0; iteration < num_iterations; iteration++ ) {

      /**** 

       *  Cycle of:

       *    Tranasction N Start / Update / Commit: All ranks update Dataset and Map objects in the 3 Groups then commit 

       *    CV N Persist: Rank 0

       *    Prefetch: Rank 0

       *

       ****/
      tr_num = tr_num + 1;
      num_tr_leaders = comm_size;

      /* Create a transaction and start it. */
      fprintf( stderr, "APP-r%d: iter %d tr %lu - Transaction Start with %d leaders\n", 
               my_rank, iteration, tr_num, num_tr_leaders );
      tr_id = H5TRcreate( file_id, rc_id, tr_num ); assert( tr_id >= 0 );
      trspl_id = H5Pcreate( H5P_TR_START );  assert( trspl_id >= 0 );
      ret = H5Pset_trspl_num_peers( trspl_id, num_tr_leaders ); ASSERT_RET;
      ret = H5TRstart( tr_id, trspl_id, H5_EVENT_STACK_NULL ); ASSERT_RET;
   
      /* Set cell values (in memory) for this rank based on Row, Rank, Column, Transaction */
      u = 0;
      for ( r = 0; r < rows_per_rank; r++ ) {
         for ( c = 0; c < cols_per_row; c++ ) {
            mbuf[u] = (my_rank*rows_per_rank+r)*1000000 + c*100 + tr_num;
            u++;
         }
      }

      fprintf( stderr, "APP-r%d: iter %d tr %lu - Add updates to transaction.\n", my_rank, iteration, tr_num );

      /* Add dataset updates to transaction */
      START_TIME;
      ret = H5Dwrite_ff( dset_l_id, H5T_NATIVE_UINT64, rank_space_id, space_l_id, H5P_DEFAULT, mbuf, tr_id, H5_EVENT_STACK_NULL ); 
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Time to add updates (%lu bytes) for /G-logged/D: %lu usec\n", 
               my_rank, iteration, u*bytesPerCell, ELAPSED_TIME );

      START_TIME;
      ret = H5Dwrite_ff( dset_p_id, H5T_NATIVE_UINT64, rank_space_id, space_p_id, H5P_DEFAULT, mbuf, tr_id, H5_EVENT_STACK_NULL ); 
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Time to add updates (%lu bytes) for /G-prefetched/D: %lu usec\n", 
               my_rank, iteration, u*bytesPerCell, ELAPSED_TIME );

      START_TIME;
      ret = H5Dwrite_ff( dset_s_id, H5T_NATIVE_UINT64, rank_space_id, space_s_id, H5P_DEFAULT, mbuf, tr_id, H5_EVENT_STACK_NULL ); 
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Time to add updates (%lu bytes) for /G-stored/D: %lu usec\n", 
               my_rank, iteration, u*bytesPerCell, ELAPSED_TIME );

      /* Add map updates to transaction; do it map-by-map so we can do timing */
      key = rows_per_rank * cols_per_row * my_rank;
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row; u++ ) {
         ret = H5Mset_ff( map_l_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, tr_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
         key++;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Time to add updates ( %lu K/V pairs - %lu bytes) for /G-logged/M: %lu usec\n", 
               my_rank, iteration, u, u*bytesPerCell*2, ELAPSED_TIME );
   
      key = rows_per_rank * cols_per_row * my_rank;
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row; u++ ) {
         ret = H5Mset_ff( map_p_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, tr_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
         key++;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Time to add updates ( %lu K/V pairs - %lu bytes) for /G-prefetched/M: %lu usec\n", 
               my_rank, iteration, u, u*bytesPerCell*2, ELAPSED_TIME );

      key = rows_per_rank * cols_per_row * my_rank;
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row; u++ ) {
         ret = H5Mset_ff( map_s_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, tr_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
         key++;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Time to add updates ( %lu K/V pairs - %lu bytes) for /G-stored/M: %lu usec\n", 
               my_rank, iteration, u, u*bytesPerCell*2, ELAPSED_TIME );

      /* Finish, (commit), and close transaction */
      fprintf( stderr, "APP-r%d: iter %d tr %lu - Finish and Commit\n", my_rank, iteration, tr_num );
      ret = H5TRfinish( tr_id, H5P_DEFAULT, NULL, H5_EVENT_STACK_NULL ); ASSERT_RET;
      ret = H5TRclose( tr_id ); ASSERT_RET;
      ret = H5Pclose( trspl_id ); ASSERT_RET;

      /* After commit completes on all ranks, acquire RC on rank 0 and create local handle for RC on other ranks */
      MPI_Barrier( MPI_COMM_WORLD ); 
      versionH = tr_num;
      if ( my_rank == 0 ) {
         rc_idH = H5RCacquire( file_id, &versionH, H5P_DEFAULT, H5_EVENT_STACK_NULL );
         assert( rc_idH >= 0 ); assert ( versionH == tr_num );
         fprintf( stderr, "APP-r%d: iter %d rc %lu - Acquired\n", my_rank, iteration, versionH );
      } else {
         /* Won't wait here for rank 0 to acquire, because we'll wait later before rc_idH is used by other ranks */
         rc_idH = H5RCcreate( file_id, versionH );  
         assert( rc_idH >= 0 ); assert ( versionH == tr_num );
         fprintf( stderr, "APP-r%d: iter %d rc %lu - Created\n", my_rank, iteration, versionH );
      }
      /* Release previous Read Context */
      if ( my_rank == 0 ) {
         ret = H5RCrelease( rc_id, H5_EVENT_STACK_NULL); ASSERT_RET;
         fprintf( stderr, "APP-r%d: iter %d rc %lu - Released\n", my_rank, iteration, version );
      }
      ret = H5RCclose( rc_id ); ASSERT_RET;
      fprintf( stderr, "APP-r%d: iter %d rc %lu - Closed\n", my_rank, iteration, version );

      /* The just-acquired RC is now the primary rc_id we'll work with (for awhile) */
      rc_id = rc_idH;
      version = versionH;

      /* Rank 0:

        - persists the container

        - evicts D and M under /G-prefetched and /G-stored 

        - prefetches D and M under /G-prefetched

      */
      if ( my_rank == 0 ) {   
         if ( verbose ) print_container_contents( file_id, rc_id, "/", my_rank );

         START_TIME;
         ret = H5RCpersist( rc_id, H5_EVENT_STACK_NULL ); ASSERT_RET;
         END_TIME;
         fprintf( stderr, "APP-r%d: iter %d - Time to Persist container: %lu usec\n", my_rank, iteration, ELAPSED_TIME );

         START_TIME;
         ret = H5Devict_ff( dset_p_id, version, H5P_DEFAULT, H5_EVENT_STACK_NULL );  ASSERT_RET;
         END_TIME;
         fprintf( stderr, "APP-r%d: iter %d - Time to Evict /G-prefetched/D: %lu usec\n", my_rank, iteration, ELAPSED_TIME );

         START_TIME;
         ret = H5Devict_ff( dset_s_id, version, H5P_DEFAULT, H5_EVENT_STACK_NULL );  ASSERT_RET;
         END_TIME;
         fprintf( stderr, "APP-r%d: iter %d - Time to Evict /G-stored/D: %lu usec\n", my_rank, iteration, ELAPSED_TIME );

         START_TIME;
         ret = H5Mevict_ff( map_p_id, version, H5P_DEFAULT, H5_EVENT_STACK_NULL );  ASSERT_RET;
         END_TIME;
         fprintf( stderr, "APP-r%d: iter %d - Time to Evict /G-prefetched/M (currently no-op for IOD): %lu usec\n", 
                  my_rank, iteration, ELAPSED_TIME );

         START_TIME;
         ret = H5Mevict_ff( map_s_id, version, H5P_DEFAULT, H5_EVENT_STACK_NULL );  ASSERT_RET;
         END_TIME;
         fprintf( stderr, "APP-r%d: iter %d - Time to Evict /G-stored/M: (currently no-op for IOD) %lu usec\n", 
                  my_rank, iteration, ELAPSED_TIME );

         START_TIME;
         ret = H5Dprefetch_ff( dset_p_id, rc_id, &dset_p_replica, H5P_DEFAULT, H5_EVENT_STACK_NULL ); ASSERT_RET;
         END_TIME;
         fprintf( stderr, "APP-r%d: iter %d - Time to Prefetch /G-prefetched/D: %lu usec\n", my_rank, iteration, ELAPSED_TIME );

         START_TIME;
         ret = H5Mprefetch_ff( map_p_id, rc_id, &map_p_replica, H5P_DEFAULT, H5_EVENT_STACK_NULL ); ASSERT_RET;
         END_TIME;
         fprintf( stderr, "APP-r%d: iter %d - Time to Prefetch /G-prefetched/M: %lu usec\n", my_rank, iteration, ELAPSED_TIME );
      }

      /* This Bcast will make sure no nodes go ahead to use the RC before rank 0 has acquired it */
      MPI_Bcast( &dset_p_replica, 1, MPI_UINT64_T, 0, MPI_COMM_WORLD );
      ret = H5Pset_read_replica( dxpl_p_id, dset_p_replica ); ASSERT_RET;
      ret = H5Pset_evict_replica( dapl_p_id, dset_p_replica ); ASSERT_RET;

      MPI_Bcast( &map_p_replica, 1, MPI_UINT64_T, 0, MPI_COMM_WORLD );
      ret = H5Pset_read_replica( mxpl_p_id, map_p_replica );  ASSERT_RET;
      ret = H5Pset_evict_replica( mapl_p_id, map_p_replica ); ASSERT_RET;

      /* 

       * All ranks read the same values they updated in last transaction

       */

      /* Datasets */
      START_TIME;
      ret = H5Dread_ff( dset_l_id, H5T_NATIVE_UINT64, rank_space_id, space_l_id, H5P_DEFAULT, mbuf, rc_id, H5_EVENT_STACK_NULL ); 
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for my rank entries for /G-logged/D: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: my first updated value in /G-logged/D: %09lu\n", my_rank, mbuf[0] ); 
      }
      
      START_TIME;
      ret = H5Dread_ff( dset_p_id, H5T_NATIVE_UINT64, rank_space_id, space_p_id, dxpl_p_id, mbuf, rc_id, H5_EVENT_STACK_NULL );
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for my rank entries for /G-prefetched/D: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: my first updated value in /G-prefetched/D: %09lu\n", my_rank, mbuf[0] ); 
      }

      START_TIME;
      ret = H5Dread_ff( dset_s_id, H5T_NATIVE_UINT64, rank_space_id, space_s_id, H5P_DEFAULT, mbuf, rc_id, H5_EVENT_STACK_NULL ); 
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for my rank entries for /G-stored/D: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: my first updated value in /G-stored/D: %09lu\n", my_rank, mbuf[0] ); 
      }
      
      /* Maps */
      key = rows_per_rank * cols_per_row * my_rank;
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row; u++ ) {
         ret = H5Mget_ff( map_l_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
         key++;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for my rank entries for /G-logged/M: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: my first updated value in /G-logged/M: %09lu\n", my_rank, mbuf[0] ); 
      }
   
      key = rows_per_rank * cols_per_row * my_rank;
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row; u++ ) {
         ret = H5Mget_ff( map_p_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], mxpl_p_id, rc_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
         key++;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for my rank entries for /G-prefetched/M: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) 
         { fprintf( stderr, "APP-r%d: my first updated value in /G-prefetched/M: %09lu\n", my_rank, mbuf[0] ); 
      }
   
      key = rows_per_rank * cols_per_row * my_rank;
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row; u++ ) {
         ret = H5Mget_ff( map_s_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
         key++;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for my rank entries for /G-stored/M: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: my first updated value in /G-stored/M: %09lu\n", my_rank, mbuf[0] ); 
      }
   
      /* 

       * All ranks read the values "next rank" neighbor updated in last transaction

       */

      /* Datasets */
      START_TIME;
      ret = H5Dread_ff( dset_l_id, H5T_NATIVE_UINT64, rank_space_id, neighbor_space_l_id, H5P_DEFAULT, mbuf, rc_id, 
                        H5_EVENT_STACK_NULL ); 
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for neighbor's entries for /G-logged/D: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: neighbor's first updated value in /G-logged/D: %09lu\n", my_rank, mbuf[0] ); 
      }
      
      START_TIME;
      ret = H5Dread_ff( dset_p_id, H5T_NATIVE_UINT64, rank_space_id, neighbor_space_p_id, dxpl_p_id, mbuf, rc_id, 
                        H5_EVENT_STACK_NULL );
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for neighbor's entries for /G-prefetched/D: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: neighbor's first updated value in /G-prefetched/D: %09lu\n", my_rank, mbuf[0]); 
      }

      START_TIME;
      ret = H5Dread_ff( dset_s_id, H5T_NATIVE_UINT64, rank_space_id, neighbor_space_s_id, H5P_DEFAULT, mbuf, rc_id, 
                        H5_EVENT_STACK_NULL ); 
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for neighbor's entries for /G-stored/D: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: neighbor's first updated value in /G-stored/D: %09lu\n", my_rank, mbuf[0] ); 
      }
      
      /* Maps */
      key = rows_per_rank * cols_per_row * neighbor_rank;
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row; u++ ) {
         ret = H5Mget_ff( map_l_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
         key++;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for neighbor's entries for /G-logged/M: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: neighbor's first updated value in /G-logged/M: %09lu\n", my_rank, mbuf[0] ); 
      }
   
      key = rows_per_rank * cols_per_row * neighbor_rank;
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row; u++ ) {
         ret = H5Mget_ff( map_p_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], mxpl_p_id, rc_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
         key++;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for neighbor's entries for /G-prefetched/M: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: neighbor's first updated value in /G-prefetched/M: %09lu\n", my_rank, mbuf[0] ); 
      }
   
      key = rows_per_rank * cols_per_row * neighbor_rank;
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row; u++ ) {
         ret = H5Mget_ff( map_s_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
         key++;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for neighbor's entries for /G-stored/M: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: neighbor's first updated value in /G-stored/M: %09lu\n", my_rank, mbuf[0] ); 
      }
   
      /* 

       * All ranks read all the values 

       */

      /* Datasets */
      START_TIME;
      ret = H5Dread_ff( dset_l_id, H5T_NATIVE_UINT64, H5S_ALL, H5S_ALL, H5P_DEFAULT, mbuf, rc_id, H5_EVENT_STACK_NULL ); 
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for all entries for /G-logged/D: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: first value in /G-logged/D: %09lu\n", my_rank, mbuf[0] ); 
      }
      
      START_TIME;
      ret = H5Dread_ff( dset_p_id, H5T_NATIVE_UINT64, H5S_ALL, H5S_ALL, dxpl_p_id, mbuf, rc_id, H5_EVENT_STACK_NULL );
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for all entries for /G-prefetched/D: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: first value in /G-prefetched/D: %09lu\n", my_rank, mbuf[0] ); 
      }

      START_TIME;
      ret = H5Dread_ff( dset_s_id, H5T_NATIVE_UINT64, H5S_ALL, H5S_ALL, H5P_DEFAULT, mbuf, rc_id, H5_EVENT_STACK_NULL ); 
      ASSERT_RET;
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for all entries for /G-stored/D: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: first value in /G-stored/D: %09lu\n", my_rank, mbuf[0] ); 
      }
      
      /* Maps */
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row * comm_size; u++ ) {
         ret = H5Mget_ff( map_l_id, H5T_NATIVE_UINT64, &u, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for all entries for /G-logged/M: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: first value in /G-logged/M: %09lu\n", my_rank, mbuf[0] ); 
      }
   
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row * comm_size; u++ ) {
         ret = H5Mget_ff( map_p_id, H5T_NATIVE_UINT64, &u, H5T_NATIVE_UINT64, &mbuf[u], mxpl_p_id, rc_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for all entries for /G-prefetched/M: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: first value in /G-prefetched/M: %09lu\n", my_rank, mbuf[0] ); 
      }
   
      START_TIME;
      for ( u = 0; u < rows_per_rank * cols_per_row * comm_size; u++ ) {
         ret = H5Mget_ff( map_s_id, H5T_NATIVE_UINT64, &u, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL );
         ASSERT_RET;
      }
      END_TIME;
      fprintf( stderr, "APP-r%d: iter %d - Read Time for all entries for /G-stored/M: %lu usec\n", 
               my_rank, iteration, ELAPSED_TIME );
      if ( verbose ) { 
         fprintf( stderr, "APP-r%d: first value in /G-stored/M: %09lu\n", my_rank, mbuf[0] ); 
      }
   

      /* Rank 0 evicts the replicas */
      if ( my_rank == 0 ) {
         START_TIME;
         ret = H5Devict_ff( dset_p_id, version, dapl_p_id, H5_EVENT_STACK_NULL ); ASSERT_RET;  
         END_TIME;
         fprintf( stderr, "APP-r%d: iter %d - Time to Evict Replica of /G-prefetched/D: %lu usec\n", 
                  my_rank, iteration, ELAPSED_TIME );

         START_TIME;
         ret = H5Mevict_ff( map_p_id, version, mapl_p_id, H5_EVENT_STACK_NULL ); ASSERT_RET;  
         END_TIME;
         fprintf( stderr, "APP-r%d: iter %d - Time to Evict Replica of /G-prefetched/M (currently no-op for IOD): %lu usec\n", 
                  my_rank, iteration, ELAPSED_TIME );
      }

   }

   /*

    * Wrap-up 

    */

   /* Print (if verbose) the final state */
   if ( my_rank == 0 ) {
      if ( verbose ) print_container_contents( file_id, rc_id, "/", my_rank );
   }

   /* Close the dataset and map property lists */
   ret = H5Pclose( dxpl_p_id ); ASSERT_RET;
   ret = H5Pclose( mxpl_p_id ); ASSERT_RET;
   ret = H5Pclose( dapl_p_id ); ASSERT_RET;
   ret = H5Pclose( mapl_p_id ); ASSERT_RET;

   /* Close the memory dataspace for the rank */
   ret = H5Sclose( rank_space_id ); ASSERT_RET;         

   fprintf( stderr, "APP-r%d: Closing H5Objects\n", my_rank );

   ret = H5Dclose_ff( dset_l_id, H5_EVENT_STACK_NULL ); ASSERT_RET;
   ret = H5Dclose_ff( dset_p_id, H5_EVENT_STACK_NULL ); ASSERT_RET;
   ret = H5Dclose_ff( dset_s_id, H5_EVENT_STACK_NULL ); ASSERT_RET;

   ret = H5Sclose( space_l_id ); ASSERT_RET;
   ret = H5Sclose( space_p_id ); ASSERT_RET;
   ret = H5Sclose( space_s_id ); ASSERT_RET;

   ret = H5Mclose_ff( map_l_id, H5_EVENT_STACK_NULL ); ASSERT_RET;
   ret = H5Mclose_ff( map_p_id, H5_EVENT_STACK_NULL ); ASSERT_RET;
   ret = H5Mclose_ff( map_s_id, H5_EVENT_STACK_NULL ); ASSERT_RET;

   ret = H5Gclose_ff( grp_l_id, H5_EVENT_STACK_NULL ); ASSERT_RET;
   ret = H5Gclose_ff( grp_p_id, H5_EVENT_STACK_NULL ); ASSERT_RET;
   ret = H5Gclose_ff( grp_s_id, H5_EVENT_STACK_NULL ); ASSERT_RET;

   /* Release the read handle and close read context  */
   if ( my_rank == 0 ) {
      ret = H5RCrelease( rc_id, H5_EVENT_STACK_NULL); ASSERT_RET;
      fprintf( stderr, "APP-r%d: rc %lu - Released\n", my_rank, version );
   }
   ret = H5RCclose( rc_id ); ASSERT_RET;
   fprintf( stderr, "APP-r%d: rc %lu - Closed\n", my_rank, version );

   /* Close H5 Objects that are still open */
   fprintf( stderr, "APP-r%d: Closing %s\n", my_rank, file_name );
   MPI_Barrier( MPI_COMM_WORLD );
   ret = H5Fclose_ff( file_id, 1, H5_EVENT_STACK_NULL ); ASSERT_RET;
   ret = H5Pclose( fapl_id ); ASSERT_RET;

   /* Perform wrap-up operations */
   fprintf( stderr, "APP-r%d: Finalize EFF stack\n", my_rank );
   MPI_Barrier( MPI_COMM_WORLD );
   EFF_finalize();
   MPI_Finalize();

   return 0;
}


/*

 * Helper function used to recursively read and print container contents

 * for container identified by "file_id"

 * in read context identified by "rc_id"

 * with path to current level in "grp_path"

 * and "my_rank" used to identify the process doing the reading / printing.

 */
void
print_container_contents( hid_t file_id, hid_t rc_id, const char* grp_path, int my_rank )
{
   herr_t ret;
   uint64_t cv;
   hbool_t exists;
   char path_to_object[1024];
   char name[30];
   int i;

   static int lvl = 0;     /* level in recursion - used to format printing */
   char preface[128];    

   /* Get the container version for the read context */
   ret = H5RCget_version( rc_id, &cv ); ASSERT_RET;

   /* Set up the preface and adding version number */
   sprintf( preface, "APP-r%d: cv %d: ", my_rank, (int)cv );

   /* Start the printing */
   if ( lvl == 0 ) {
      fprintf( stderr, "%s ----- Container Contents ------------\n", preface );
   } 

   /* Datasets */
   sprintf( path_to_object, "%s%s", grp_path, "D" );
   ret = H5Lexists_ff( file_id, path_to_object, H5P_DEFAULT, &exists, rc_id, H5_EVENT_STACK_NULL );

   if ( exists ) { 
      hid_t dset_id;
      hid_t space_id;
      int nDims;
      hsize_t current_size[2];
      hsize_t max_size[2];
      hsize_t totalSize;
      uint64_t *data;              
      uint64_t u, e;

      dset_id = H5Dopen_ff( file_id, path_to_object, H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); 
      assert( dset_id >= 0 );

      space_id = H5Dget_space( dset_id ); assert ( space_id >= 0 );
      nDims = H5Sget_simple_extent_dims( space_id, current_size, max_size ); 
      assert( nDims == 2 );

      totalSize = current_size[0] * current_size[1];
      data = (uint64_t *)calloc( totalSize, sizeof(uint64_t) );

      ret = H5Dread_ff( dset_id, H5T_NATIVE_UINT64, space_id, space_id, H5P_DEFAULT, data, rc_id, H5_EVENT_STACK_NULL ); ASSERT_RET;

      /* note that by printing piece-by-piece, other output may be interspersed.  trade-off since won't know line size */
      fprintf( stderr, "%s %s data:\n", preface, path_to_object );
      e = 0;
      for ( i = 0; i < totalSize; i++ ) {
         if ( e == 0 ) fprintf( stderr, "%s\t", preface );
         fprintf( stderr, "%09lu ", data[i] );
         if ( ++e == cols_per_row ) {
            fprintf( stderr, "\n" );
            e = 0;
         }
      }

      free( data );
      sleep( 1 );       /* give output a chance to be printed before diag messages from lower layers on close */
      ret = H5Dclose_ff( dset_id, H5_EVENT_STACK_NULL ); ASSERT_RET;
      ret = H5Sclose( space_id ); ASSERT_RET;
   }

   /* Maps */
   sprintf( path_to_object, "%s%s", grp_path, "M" );
   ret = H5Lexists_ff( file_id, path_to_object, H5P_DEFAULT, &exists, rc_id, H5_EVENT_STACK_NULL );

   if ( exists ) { 
      hid_t map_id;
      hsize_t totalCount;
      uint64_t *value;              
      uint64_t u, e;

      map_id = H5Mopen_ff( file_id, path_to_object, H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); 
      assert( map_id >= 0 );

      ret = H5Mget_count_ff( map_id, &totalCount, rc_id, H5_EVENT_STACK_NULL );  ASSERT_RET;
      value = (uint64_t *)calloc( totalCount, sizeof(uint64_t) ); 

      for ( u = 0; u < totalCount; u++ ) {
         ret = H5Mget_ff( map_id, H5T_NATIVE_UINT64, &u, H5T_NATIVE_UINT64, &value[u], H5P_DEFAULT, rc_id, H5_EVENT_STACK_NULL ); 
         ASSERT_RET;
      }

      /* note that by printing piece-by-piece, other output may be interspersed.  trade-off since won't know line size */
      fprintf( stderr, "%s %s key/values:\n", preface, path_to_object );
      e = 0;
      for ( u = 0; u < totalCount; u++ ) {
         if ( e == 0 ) fprintf( stderr, "%s\t", preface );
         fprintf( stderr, "%lu/%09lu ", u, value[u] );
         if ( ++e == cols_per_row ) {
            fprintf( stderr, "\n" );
            e = 0;
         }
      }

      free( value );
      sleep( 1 );       /* give output a chance to be printed before diag messages from lower layers on close */
      ret = H5Mclose_ff( map_id, H5_EVENT_STACK_NULL ); ASSERT_RET;
   }

   /* Groups - if found, descend */
   for ( i = 1; i < 4; i++ ) {
      if ( i == 1 ) { 
         strcpy( name, "G-logged" );
      } else if ( i == 2 ) { 
         strcpy( name, "G-prefetched" ); 
      } else if ( i == 3 ) { 
         strcpy( name, "G-stored" ); 
      }

      sprintf( path_to_object, "%s%s/", grp_path, name );
      ret = H5Lexists_ff( file_id, path_to_object, H5P_DEFAULT, &exists, rc_id, H5_EVENT_STACK_NULL );
      if ( exists ) { 
         fprintf( stderr, "%s %s\n", preface, path_to_object );
         lvl++;
         print_container_contents( file_id, rc_id, path_to_object, my_rank );
         lvl--;
      } 
   }

   /* End printing */
   if ( lvl == 0 ) {
      fprintf( stderr, "%s -----------------\n", preface );
   }

   return;
}

/*

 * parse_options - parse command line options

 */
int
parse_options( int argc, char** argv, int my_rank, int comm_size ) {
   int    i, n;
   char* app = argv[0];

   while ( --argc ) {
      if ( **(++argv) != '-' ) {
         break;
      } else {
         switch( *(*argv+1) ) {
            case 'c':
               if ( ( --argc == 0 )  || (  **(argv+1) == '-' ) ) {
                  if ( my_rank == 0 ) {
                     printf( "Error: No number specified after -c option.\n" );
                     usage( app );
                  }
                  return( 1 );
               } else {
                  ++argv;
                  cols_per_row = atoi( *argv );
               }
               break;
            case 'r':
               if ( ( --argc == 0 )  || (  **(argv+1) == '-' ) ) {
                  if ( my_rank == 0 ) {
                     printf( "Error: No number specified after -r option.\n" );
                     usage( app );
                  }
                  return( 1 );
               } else {
                  ++argv;
                  rows_per_rank = atoi( *argv );
               }
               break;
            case 'i':
               if ( ( --argc == 0 )  || (  **(argv+1) == '-' ) ) {
                  if ( my_rank == 0 ) {
                     printf( "APP-r0: Error: No number specified after -i option.\n" );
                     usage( app );
                  }
                  return( 1 );
               } else {
                  ++argv;
                  num_iterations = atoi( *argv );
               }
               break;
            case 'v':   
               verbose = 1;
               break;
            default: 
               if ( my_rank == 0 ) {
                  usage( app );
               }
               return( 1 );
         }
      }
   }
   return( 0 );
}

/*

 * usage - display usage message 

 */
void
usage( const char* app ) {
   printf( "Usage: %s [-c cols_per_row] [-r rows_per_rank] [-i num_iterations] [-v] [-w]\n", app  );
   printf( "\tc: number of columns in each row of created H5Datasets\n" );
   printf( "\tr: number of rows each rank writes in created H5Datasets (total rows = this * # of ranks)\n" );
   printf( "\ti: number of iterations to do update/commit/persist/evict/prefetch/read/evict\n" );
   printf( "\tv: verbose output\n" );
}




#ifdef THIS_CODE_WONT_COMPILE_BUT_KEEP_IT_AROUND

/* 

 * This codeblock needs work to reintegrate back into main() after the iterate loop of complete overwrites.

 * Didn't want to loose it in case I decide to add back in later.

 * It allows ranks to overwrite only part of the dataset & map obects in a transaction.

 * With more work, can be used to demonstrate / time reading from 'layers' of updates & persisting only partial objects

 * for a container (where previous layers alreay persisted     -- Ruth

 */

   /**** 

    * Transaction X - All ranks update parts of the Dataset and Map objects in the 3 Groups  

    ****/
   mbuf_size[0] = cols_per_row;
   space_id = H5Screate_simple( 1, mbuf_size, mbuf_size ); assert( space_id >= 0 );

   offset[0] = my_rank * rows_per_rank;
   offset[1] = 0;
   count[0] = 1;
   count[1] = cols_per_row;

   ret = H5Sselect_hyperslab( space_l_id, H5S_SELECT_SET, offset, NULL, count, NULL );  ASSERT_RET;
   ret = H5Sselect_hyperslab( space_p_id, H5S_SELECT_SET, offset, NULL, count, NULL );  ASSERT_RET;
   ret = H5Sselect_hyperslab( space_s_id, H5S_SELECT_SET, offset, NULL, count, NULL );  ASSERT_RET;

   tr_num = X;
   num_tr_leaders = comm_size;

   /* Create a local transaction for transaction number and start it. */
   fprintf( stderr, "APP-r%d: tr %lu - Start with %d leaders\n", my_rank, tr_num, num_tr_leaders );
   tr_id = H5TRcreate( file_id, rc_id, tr_num ); assert( tr_id >= 0 );
   trspl_id = H5Pcreate( H5P_TR_START );  assert( trspl_id >= 0 );
   ret = H5Pset_trspl_num_peers( trspl_id, num_tr_leaders ); ASSERT_RET;
   ret = H5TRstart( tr_id, trspl_id, H5_EVENT_STACK_NULL ); ASSERT_RET;

   /* Set cell values (in memory) based on Column, Row, Rank, Transaction */
   u = 0;
   for ( r = 0; r < 1; r++ ) {
      for ( c = 0; c < cols_per_row; c++ ) {
         mbuf[u] = (my_rank*rows_per_rank+r)*1000000 + c*100 + tr_num;
         u++;
      }
   }

   /* Add dataset updates to transaction */
   ret = H5Dwrite_ff( dset_l_id, H5T_NATIVE_UINT64, space_id, space_l_id, H5P_DEFAULT, mbuf, tr_id, H5_EVENT_STACK_NULL ); 
   ASSERT_RET;
   ret = H5Dwrite_ff( dset_p_id, H5T_NATIVE_UINT64, space_id, space_p_id, H5P_DEFAULT, mbuf, tr_id, H5_EVENT_STACK_NULL ); 
   ASSERT_RET;
   ret = H5Dwrite_ff( dset_s_id, H5T_NATIVE_UINT64, space_id, space_s_id, H5P_DEFAULT, mbuf, tr_id, H5_EVENT_STACK_NULL ); 
   ASSERT_RET;

   /* Add map updates to transaction */
   /* Set cell values (in memory) based on Column, Row, Rank, Transaction */
   key = rows_per_rank * cols_per_row * my_rank;
   for ( u = 0; u < cols_per_row; u++ ) {
      ret = H5Mset_ff( map_l_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, tr_id, H5_EVENT_STACK_NULL );
      ASSERT_RET;
      ret = H5Mset_ff( map_p_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, tr_id, H5_EVENT_STACK_NULL );
      ASSERT_RET;
      ret = H5Mset_ff( map_s_id, H5T_NATIVE_UINT64, &key, H5T_NATIVE_UINT64, &mbuf[u], H5P_DEFAULT, tr_id, H5_EVENT_STACK_NULL );
      ASSERT_RET;
      key++;
   }

   ret = H5Sclose( space_id ); ASSERT_RET;         // RUTH - likely keep this around

   free( mbuf );                                   // RUTH - likely keep this around


   /* Finish and close transaction */
   fprintf( stderr, "APP-r%d: tr %lu - Finish\n", my_rank, tr_num );
   ret = H5TRfinish( tr_id, H5P_DEFAULT, NULL, H5_EVENT_STACK_NULL ); ASSERT_RET;
   ret = H5TRclose( tr_id ); ASSERT_RET;
   ret = H5Pclose( trspl_id ); ASSERT_RET;

   // RUTH _ FIX THIS, for now just want to see if data updated.

   MPI_Barrier( MPI_COMM_WORLD ); 
   if ( my_rank == 0 ) {
      version = tr_num;
      rc_idH = H5RCacquire( file_id, &version, H5P_DEFAULT, H5_EVENT_STACK_NULL );
      assert( rc_idH >= 0 ); assert ( version == tr_num );
      fprintf( stderr, "APP-r%d: rc %lu - Acquired\n", my_rank, version );
      if ( verbose ) print_container_contents( file_id, rc_idH, "/", my_rank );
      ret = H5RCrelease( rc_idH, H5_EVENT_STACK_NULL); ASSERT_RET;
      ret = H5RCclose( rc_idH ); ASSERT_RET;
      version = 2;
   }
   MPI_Barrier( MPI_COMM_WORLD );

#endif