File: Comm.pyx

package info (click to toggle)
paraview 3.14.1-6
  • links: PTS, VCS
  • area: main
  • in suites: wheezy
  • size: 234,468 kB
  • sloc: cpp: 2,166,013; ansic: 801,575; xml: 58,068; tcl: 49,247; python: 43,091; java: 16,625; fortran: 12,224; sh: 11,722; yacc: 5,688; perl: 3,128; makefile: 2,228; lex: 1,311; lisp: 486; asm: 471; pascal: 228
file content (1460 lines) | stat: -rw-r--r-- 45,254 bytes parent folder | download | duplicates (2)
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
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
# Communicator Comparisons
# ------------------------

IDENT     = MPI_IDENT      #: Groups are identical, communicator contexts are de same
CONGRUENT = MPI_CONGRUENT  #: Groups are identical, contexts are different
SIMILAR   = MPI_SIMILAR    #: Groups are similar, rank order differs
UNEQUAL   = MPI_UNEQUAL    #: Groups are different


# Communicator Topologies
# -----------------------

CART  = MPI_CART   #: Cartesian topology
GRAPH = MPI_GRAPH  #: Graph topology


cdef class Comm:

    """
    Communicator
    """

    def __cinit__(self):
        self.ob_mpi = MPI_COMM_NULL

    def __dealloc__(self):
        if not (self.flags & PyMPI_OWNED): return
        CHKERR( _del_Comm(&self.ob_mpi) )

    def __richcmp__(self, other, int op):
        if not isinstance(self,  Comm): return NotImplemented
        if not isinstance(other, Comm): return NotImplemented
        cdef Comm s = self, o = other
        if   op == 2: return (s.ob_mpi == o.ob_mpi)
        elif op == 3: return (s.ob_mpi != o.ob_mpi)
        else: raise TypeError(mpistr("only '==' and '!='"))

    def __nonzero__(self):
        return self.ob_mpi != MPI_COMM_NULL

    # Group
    # -----

    def Get_group(self):
        """
        Access the group associated with a communicator
        """
        cdef Group group = Group()
        CHKERR( MPI_Comm_group(self.ob_mpi, &group.ob_mpi) )
        return group

    property group:
        """communicator group"""
        def __get__(self):
            return self.Get_group()

    # Communicator Accessors
    # ----------------------

    def Get_size(self):
        """
        Return the size of a communicator
        """
        cdef int size = -1
        CHKERR( MPI_Comm_size(self.ob_mpi, &size) )
        return size

    property size:
        """number of processes in communicator"""
        def __get__(self):
            return self.Get_size()

    def Get_rank(self):
        """
        Return the rank of this process in a communicator
        """
        cdef int rank = MPI_PROC_NULL
        CHKERR( MPI_Comm_rank(self.ob_mpi, &rank) )
        return rank

    property rank:
        """rank of this process in communicator"""
        def __get__(self):
            return self.Get_rank()

    @classmethod
    def Compare(cls, Comm comm1 not None, Comm comm2 not None):
        """
        Compare two communicators
        """
        cdef int flag = MPI_UNEQUAL
        CHKERR( MPI_Comm_compare(comm1.ob_mpi, comm2.ob_mpi, &flag) )
        return flag

    # Communicator Constructors
    # -------------------------

    def Clone(self):
        """
        Clone an existing communicator
        """
        cdef Comm comm = type(self)()
        with nogil: CHKERR( MPI_Comm_dup(self.ob_mpi, &comm.ob_mpi) )
        return comm

    # Communicator Destructor
    # -----------------------

    def Free(self):
        """
        Free a communicator
        """
        with nogil: CHKERR( MPI_Comm_free(&self.ob_mpi) )

    # Point to Point communication
    # ----------------------------

    # Blocking Send and Receive Operations
    # ------------------------------------

    def Send(self, buf, int dest=0, int tag=0):
        """
        Blocking send

        .. note:: This function may block until the message is
           received. Whether or not `Send` blocks depends on
           several factors and is implementation dependent
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        with nogil: CHKERR( MPI_Send(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi) )

    def Recv(self, buf, int source=0, int tag=0, Status status=None):
        """
        Blocking receive

        .. note:: This function blocks until the message is received
        """
        cdef _p_msg_p2p rmsg = message_p2p_recv(buf, source)
        cdef MPI_Status *statusp = _arg_Status(status)
        with nogil: CHKERR( MPI_Recv(
            rmsg.buf, rmsg.count, rmsg.dtype,
            source, tag, self.ob_mpi, statusp) )

    # Send-Receive
    # ------------

    def Sendrecv(self, sendbuf, int dest=0, int sendtag=0,
                 recvbuf=None, int source=0, int recvtag=0,
                 Status status=None):
        """
        Send and receive a message

        .. note:: This function is guaranteed not to deadlock in
           situations where pairs of blocking sends and receives may
           deadlock.

        .. caution:: A common mistake when using this function is to
           mismatch the tags with the source and destination ranks,
           which can result in deadlock.
        """
        cdef _p_msg_p2p smsg = message_p2p_send(sendbuf, dest)
        cdef _p_msg_p2p rmsg = message_p2p_recv(recvbuf, source)
        cdef MPI_Status *statusp = _arg_Status(status)
        with nogil: CHKERR( MPI_Sendrecv(
            smsg.buf, smsg.count, smsg.dtype, dest,   sendtag,
            rmsg.buf, rmsg.count, rmsg.dtype, source, recvtag,
            self.ob_mpi, statusp) )

    def Sendrecv_replace(self, buf,
                         int dest=0,  int sendtag=0,
                         int source=0, int recvtag=0,
                         Status status=None):
        """
        Send and receive a message

        .. note:: This function is guaranteed not to deadlock in
           situations where pairs of blocking sends and receives may
           deadlock.

        .. caution:: A common mistake when using this function is to
           mismatch the tags with the source and destination ranks,
           which can result in deadlock.
        """
        cdef int rank = MPI_PROC_NULL
        if dest   != MPI_PROC_NULL: rank = dest
        if source != MPI_PROC_NULL: rank = source
        cdef _p_msg_p2p rmsg = message_p2p_recv(buf, rank)
        cdef MPI_Status *statusp = _arg_Status(status)
        with nogil: CHKERR( MPI_Sendrecv_replace(
                rmsg.buf, rmsg.count, rmsg.dtype,
                dest, sendtag, source, recvtag,
                self.ob_mpi, statusp) )

    # Nonblocking Communications
    # --------------------------

    def Isend(self, buf, int dest=0, int tag=0):
        """
        Nonblocking send
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        cdef Request request = Request()
        with nogil: CHKERR( MPI_Isend(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi, &request.ob_mpi) )
        return request

    def Irecv(self, buf, int source=0, int tag=0):
        """
        Nonblocking receive
        """
        cdef _p_msg_p2p rmsg = message_p2p_recv(buf, source)
        cdef Request request = Request()
        with nogil: CHKERR( MPI_Irecv(
            rmsg.buf, rmsg.count, rmsg.dtype,
            source, tag, self.ob_mpi, &request.ob_mpi) )
        return request

    # Probe
    # -----

    def Probe(self, int source=0, int tag=0, Status status=None):
        """
        Blocking test for a message

        .. note:: This function blocks until the message arrives.
        """
        cdef MPI_Status *statusp = _arg_Status(status)
        with nogil: CHKERR( MPI_Probe(
            source, tag, self.ob_mpi, statusp) )

    def Iprobe(self, source=0, tag=0, Status status=None):
        """
        Nonblocking test for a message
        """
        cdef bint flag = 0
        cdef MPI_Status *statusp = _arg_Status(status)
        with nogil: CHKERR( MPI_Iprobe(
            source, tag, self.ob_mpi, &flag, statusp) )
        return flag

    # Persistent Communication
    # ------------------------

    def Send_init(self, buf, int dest=0, int tag=0):
        """
        Create a persistent request for a standard send
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        cdef Prequest request = Prequest()
        with nogil: CHKERR( MPI_Send_init(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi, &request.ob_mpi) )
        return request

    def Recv_init(self, buf, int source=0, int tag=0):
        """
        Create a persistent request for a receive
        """
        cdef _p_msg_p2p rmsg = message_p2p_recv(buf, source)
        cdef Prequest request = Prequest()
        with nogil: CHKERR( MPI_Recv_init(
            rmsg.buf, rmsg.count, rmsg.dtype,
            source, tag, self.ob_mpi, &request.ob_mpi) )
        return request

    # Communication Modes
    # -------------------

    # Blocking calls

    def Bsend(self, buf, int dest=0, int tag=0):
        """
        Blocking send in buffered mode
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        with nogil: CHKERR( MPI_Bsend(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi) )

    def Ssend(self, buf, dest=0, tag=0):
        """
        Blocking send in synchronous mode
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        with nogil: CHKERR( MPI_Ssend(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi) )

    def Rsend(self, buf, int dest=0, int tag=0):
        """
        Blocking send in ready mode
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        with nogil: CHKERR( MPI_Rsend(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi) )

    # Nonblocking calls

    def Ibsend(self, buf, int dest=0, int tag=0):
        """
        Nonblocking send in buffered mode
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        cdef Request request = Request()
        with nogil: CHKERR( MPI_Ibsend(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi, &request.ob_mpi) )
        return request

    def Issend(self, buf, int dest=0, int tag=0):
        """
        Nonblocking send in synchronous mode
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        cdef Request request = Request()
        with nogil: CHKERR( MPI_Issend(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi, &request.ob_mpi) )
        return request

    def Irsend(self, buf, int dest=0, int tag=0):
        """
        Nonblocking send in ready mode
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        cdef Request request = Request()
        with nogil: CHKERR( MPI_Irsend(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi, &request.ob_mpi) )
        return request

    # Persistent Requests

    def Bsend_init(self, buf, int dest=0, int tag=0):
        """
        Persistent request for a send in buffered mode
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        cdef Prequest request = Prequest()
        with nogil: CHKERR( MPI_Bsend_init(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi, &request.ob_mpi) )
        return request

    def Ssend_init(self, buf, int dest=0, int tag=0):
        """
        Persistent request for a send in synchronous mode
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        cdef Prequest request = Prequest()
        with nogil: CHKERR( MPI_Ssend_init(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi, &request.ob_mpi) )
        return request

    def Rsend_init(self, buf, int dest=0, int tag=0):
        """
        Persistent request for a send in ready mode
        """
        cdef _p_msg_p2p smsg = message_p2p_send(buf, dest)
        cdef Prequest request = Prequest()
        with nogil: CHKERR( MPI_Rsend_init(
            smsg.buf, smsg.count, smsg.dtype,
            dest, tag, self.ob_mpi, &request.ob_mpi) )
        return request

    # Collective Communications
    # -------------------------

    # Barrier Synchronization
    # -----------------------

    def Barrier(self):
        """
        Barrier synchronization
        """
        with nogil: CHKERR( MPI_Barrier(self.ob_mpi) )

    # Global Communication Functions
    # ------------------------------

    def Bcast(self, buf, int root=0):
        """
        Broadcast a message from one process
        to all other processes in a group
        """
        cdef _p_msg_cco m = message_cco()
        m.for_bcast(buf, root, self.ob_mpi)
        with nogil: CHKERR( MPI_Bcast(
            m.sbuf, m.scount, m.stype,
            root, self.ob_mpi) )

    def Gather(self, sendbuf, recvbuf, int root=0):
        """
        Gather together values from a group of processes
        """
        cdef _p_msg_cco m = message_cco()
        m.for_gather(0, sendbuf, recvbuf, root, self.ob_mpi)
        with nogil: CHKERR( MPI_Gather(
            m.sbuf, m.scount, m.stype,
            m.rbuf, m.rcount, m.rtype,
            root, self.ob_mpi) )

    def Gatherv(self, sendbuf, recvbuf, int root=0):
        """
        Gather Vector, gather data to one process from all other
        processes in a group providing different amount of data and
        displacements at the receiving sides
        """
        cdef _p_msg_cco m = message_cco()
        m.for_gather(1, sendbuf, recvbuf, root, self.ob_mpi)
        with nogil: CHKERR( MPI_Gatherv(
            m.sbuf, m.scount,             m.stype,
            m.rbuf, m.rcounts, m.rdispls, m.rtype,
            root, self.ob_mpi) )

    def Scatter(self, sendbuf, recvbuf, int root=0):
        """
        Scatter Vector, scatter data from one process
        to all other processes in a group
        """
        cdef _p_msg_cco m = message_cco()
        m.for_scatter(0, sendbuf, recvbuf, root, self.ob_mpi)
        with nogil: CHKERR( MPI_Scatter(
            m.sbuf, m.scount, m.stype,
            m.rbuf, m.rcount, m.rtype,
            root, self.ob_mpi) )

    def Scatterv(self, sendbuf, recvbuf, int root=0):
        """
        Scatter data from one process to all other processes in a
        group providing different amount of data and displacements at
        the sending side
        """
        cdef _p_msg_cco m = message_cco()
        m.for_scatter(1, sendbuf, recvbuf, root, self.ob_mpi)
        with nogil: CHKERR( MPI_Scatterv(
            m.sbuf, m.scounts, m.sdispls, m.stype,
            m.rbuf, m.rcount,             m.rtype,
            root, self.ob_mpi) )

    def Allgather(self, sendbuf, recvbuf):
        """
        Gather to All, gather data from all processes and
        distribute it to all other processes in a group
        """
        cdef _p_msg_cco m = message_cco()
        m.for_allgather(0, sendbuf, recvbuf, self.ob_mpi)
        with nogil: CHKERR( MPI_Allgather(
            m.sbuf, m.scount, m.stype,
            m.rbuf, m.rcount, m.rtype,
            self.ob_mpi) )

    def Allgatherv(self, sendbuf, recvbuf):
        """
        Gather to All Vector, gather data from all processes and
        distribute it to all other processes in a group providing
        different amount of data and displacements
        """
        cdef _p_msg_cco m = message_cco()
        m.for_allgather(1, sendbuf, recvbuf, self.ob_mpi)
        with nogil: CHKERR( MPI_Allgatherv(
            m.sbuf, m.scount,             m.stype,
            m.rbuf, m.rcounts, m.rdispls, m.rtype,
            self.ob_mpi) )

    def Alltoall(self, sendbuf, recvbuf):
        """
        All to All Scatter/Gather, send data from all to all
        processes in a group
        """
        cdef _p_msg_cco m = message_cco()
        m.for_alltoall(0, sendbuf, recvbuf, self.ob_mpi)
        with nogil: CHKERR( MPI_Alltoall(
            m.sbuf, m.scount, m.stype,
            m.rbuf, m.rcount, m.rtype,
            self.ob_mpi) )

    def Alltoallv(self, sendbuf, recvbuf):
        """
        All to All Scatter/Gather Vector, send data from all to all
        processes in a group providing different amount of data and
        displacements
        """
        cdef _p_msg_cco m = message_cco()
        m.for_alltoall(1, sendbuf, recvbuf, self.ob_mpi)
        with nogil: CHKERR( MPI_Alltoallv(
            m.sbuf, m.scounts, m.sdispls, m.stype,
            m.rbuf, m.rcounts, m.rdispls, m.rtype,
            self.ob_mpi) )

    def Alltoallw(self, sendbuf, recvbuf):
        """
        Generalized All-to-All communication allowing different
        counts, displacements and datatypes for each partner
        """
        raise NotImplementedError # XXX implement!
        cdef void *sbuf = NULL, *rbuf = NULL
        cdef int  *scounts = NULL, *rcounts = NULL
        cdef int  *sdispls = NULL, *rdispls = NULL
        cdef MPI_Datatype *stypes = NULL, *rtypes = NULL
        with nogil: CHKERR( MPI_Alltoallw(
            sbuf, scounts, sdispls, stypes,
            rbuf, rcounts, rdispls, rtypes,
            self.ob_mpi) )


    # Global Reduction Operations
    # ---------------------------

    def Reduce(self, sendbuf, recvbuf, Op op not None=SUM, int root=0):
        """
        Reduce
        """
        cdef _p_msg_cco m = message_cco()
        m.for_reduce(sendbuf, recvbuf, root, self.ob_mpi)
        with nogil: CHKERR( MPI_Reduce(
            m.sbuf, m.rbuf, m.rcount, m.rtype,
            op.ob_mpi, root, self.ob_mpi) )

    def Allreduce(self, sendbuf, recvbuf, Op op not None=SUM):
        """
        All Reduce
        """
        cdef _p_msg_cco m = message_cco()
        m.for_allreduce(sendbuf, recvbuf, self.ob_mpi)
        with nogil: CHKERR( MPI_Allreduce(
            m.sbuf, m.rbuf, m.rcount, m.rtype,
            op.ob_mpi, self.ob_mpi) )

    def Reduce_scatter(self, sendbuf, recvbuf, Op op not None=SUM):
        """
        Reduce-Scatter
        """
        raise NotImplementedError # XXX implement!
        cdef void *sbuf = NULL
        cdef void *rbuf = NULL
        cdef int *rcounts = NULL
        cdef MPI_Datatype rtype = MPI_DATATYPE_NULL
        with nogil: CHKERR( MPI_Reduce_scatter(
            sbuf, rbuf, rcounts, rtype,
            op.ob_mpi, self.ob_mpi) )

    # Tests
    # -----

    def Is_inter(self):
        """
        Test to see if a comm is an intercommunicator
        """
        cdef bint flag = 0
        CHKERR( MPI_Comm_test_inter(self.ob_mpi, &flag) )
        return flag

    property is_inter:
        """is intercommunicator"""
        def __get__(self):
            return self.Is_inter()

    def Is_intra(self):
        """
        Test to see if a comm is an intracommunicator
        """
        return not self.Is_inter()

    property is_intra:
        """is intracommunicator"""
        def __get__(self):
            return self.Is_intra()

    def Get_topology(self):
        """
        Determine the type of topology (if any)
        associated with a communicator
        """
        cdef int topo = MPI_UNDEFINED
        CHKERR( MPI_Topo_test(self.ob_mpi, &topo) )
        return topo

    property topology:
        """communicator topology type"""
        def __get__(self):
            return self.Get_topology()

    # Process Creation and Management
    # -------------------------------

    @classmethod
    def Get_parent(cls):
        """
        Return the parent intercommunicator for this process
        """
        cdef MPI_Comm comm = MPI_COMM_NULL
        with nogil: CHKERR( MPI_Comm_get_parent(&comm) )
        global __COMM_PARENT__
        cdef Intercomm parent = __COMM_PARENT__
        parent.ob_mpi = comm
        return parent

    def Disconnect(self):
        """
        Disconnect from a communicator
        """
        with nogil: CHKERR( MPI_Comm_disconnect(
            &self.ob_mpi) )

    @classmethod
    def Join(cls, int fd):
        """
        Create a intercommunicator by joining
        two processes connected by a socket
        """
        cdef Intercomm comm = Intercomm()
        with nogil: CHKERR( MPI_Comm_join(
            fd, &comm.ob_mpi) )
        return comm

    # Attributes
    # ----------

    def Get_attr(self, int keyval):
        """
        Retrieve attribute value by key
        """
        cdef void *attrval = NULL
        cdef int  flag = 0
        CHKERR(MPI_Comm_get_attr(self.ob_mpi, keyval, &attrval, &flag) )
        if not flag: return None
        if not attrval: return 0
        # MPI-1 predefined attribute keyvals
        if ((keyval == <int>MPI_TAG_UB) or
            (keyval == <int>MPI_HOST) or
            (keyval == <int>MPI_IO) or
            (keyval == <int>MPI_WTIME_IS_GLOBAL)):
            return (<int*>attrval)[0]
        # MPI-2 predefined attribute keyvals
        elif ((keyval == <int>MPI_UNIVERSE_SIZE) or
              (keyval == <int>MPI_APPNUM) or
              (keyval == <int>MPI_LASTUSEDCODE)):
            return (<int*>attrval)[0]
        # user-defined attribute keyval
        else:
            return PyLong_FromVoidPtr(attrval)

    # Error handling
    # --------------

    def Get_errhandler(self):
        """
        Get the error handler for a communicator
        """
        cdef Errhandler errhandler = Errhandler()
        CHKERR( MPI_Comm_get_errhandler(self.ob_mpi, &errhandler.ob_mpi) )
        return errhandler

    def Set_errhandler(self, Errhandler errhandler not None):
        """
        Set the error handler for a communicator
        """
        CHKERR( MPI_Comm_set_errhandler(self.ob_mpi, errhandler.ob_mpi) )

    def Call_errhandler(self, int errorcode):
        """
        Call the error handler installed on a communicator
        """
        CHKERR( MPI_Comm_call_errhandler(self.ob_mpi, errorcode) )


    def Abort(self, int errorcode=0):
        """
        Terminate MPI execution environment

        .. warning:: This is a direct call, use it with care!!!.
        """
        CHKERR( MPI_Abort(self.ob_mpi, errorcode) )

    # Naming Objects
    # --------------

    def Get_name(self):
        """
        Get the print name for this communicator
        """
        cdef char name[MPI_MAX_OBJECT_NAME+1]
        cdef int nlen = 0
        CHKERR( MPI_Comm_get_name(self.ob_mpi, name, &nlen) )
        return tompistr(name, nlen)

    def Set_name(self, name):
        """
        Set the print name for this communicator
        """
        cdef char *cname = NULL
        name = asmpistr(name, &cname, NULL)
        CHKERR( MPI_Comm_set_name(self.ob_mpi, cname) )

    property name:
        """communicator name"""
        def __get__(self):
            return self.Get_name()
        def __set__(self, value):
            self.Set_name(value)

    # Fortran Handle
    # --------------

    def py2f(self):
        """
        """
        return MPI_Comm_c2f(self.ob_mpi)

    @classmethod
    def f2py(cls, arg):
        """
        """
        cdef Comm comm = cls()
        comm.ob_mpi = MPI_Comm_f2c(arg)
        return comm

    # Python Communication
    # --------------------
    #
    def send(self, obj=None, int dest=0, int tag=0):
        """Send"""
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_send(obj, dest, tag, comm)
    #
    def recv(self, obj=None, int source=0, int tag=0, Status status=None):
        """Receive"""
        cdef MPI_Comm comm = self.ob_mpi
        cdef MPI_Status *statusp = _arg_Status(status)
        return PyMPI_recv(obj, source, tag, comm, statusp)
    #
    def sendrecv(self,
                 sendobj=None, int dest=0,   int sendtag=0,
                 recvobj=None, int source=0, int recvtag=0,
                 Status status=None):
        """Send and Receive"""
        cdef MPI_Comm comm = self.ob_mpi
        cdef MPI_Status *statusp = _arg_Status(status)
        return PyMPI_sendrecv(sendobj, dest,   sendtag,
                              recvobj, source, recvtag,
                              comm, statusp)
    #
    def barrier(self):
        "Barrier"
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_barrier(comm)
    #
    def bcast(self, obj=None, int root=0):
        """Broadcast"""
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_bcast(obj, root, comm)
    #
    def gather(self, sendobj=None, recvobj=None, int root=0):
        """Gather"""
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_gather(sendobj, recvobj, root, comm)
    #
    def scatter(self, sendobj=None, recvobj=None, int root=0):
        """Scatter"""
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_scatter(sendobj, recvobj, root, comm)
    #
    def allgather(self, sendobj=None, recvobj=None):
        """Gather to All"""
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_allgather(sendobj, recvobj, comm)
    #
    def alltoall(self, sendobj=None, recvobj=None):
        """All to All Scatter/Gather"""
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_alltoall(sendobj, recvobj, comm)
    #
    def reduce(self, sendobj=None, recvobj=None, op=SUM, int root=0):
        """Reduce"""
        if op is None: op = SUM
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_reduce(sendobj, recvobj, op, root, comm)
    #
    def allreduce(self, sendobj=None, recvobj=None, op=SUM):
        """Reduce to All"""
        if op is None: op = SUM
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_allreduce(sendobj, recvobj, op, comm)


cdef class Intracomm(Comm):

    """
    Intracommunicator
    """

    # Communicator Constructors
    # -------------------------

    def Dup(self):
        """
        Duplicate an existing intracommunicator
        """
        cdef Intracomm comm = type(self)()
        with nogil: CHKERR( MPI_Comm_dup(self.ob_mpi, &comm.ob_mpi) )
        return comm

    def Create(self, Group group not None):
        """
        Create intracommunicator from group
        """
        cdef Intracomm comm = type(self)()
        with nogil: CHKERR( MPI_Comm_create(self.ob_mpi, group.ob_mpi, &comm.ob_mpi) )
        return comm

    def Split(self, int color=0, int key=0):
        """
        Split intracommunicator by color and key
        """
        cdef Intracomm comm = type(self)()
        with nogil: CHKERR( MPI_Comm_split(self.ob_mpi, color, key, &comm.ob_mpi) )
        return comm

    def Create_cart(self, dims, periods=None, bint reorder=False):
        """
        Create cartesian communicator
        """
        cdef int ndims = len(dims)
        cdef int *idims = NULL
        cdef tmp1 = asarray_int(dims, &idims, ndims)
        if periods is None: periods = [False] * ndims
        cdef int *iperiods = NULL
        cdef tmp2 = asarray_int(periods, &iperiods, ndims)
        #
        cdef Cartcomm comm = Cartcomm()
        with nogil: CHKERR( MPI_Cart_create(self.ob_mpi, ndims, idims, iperiods, reorder, &comm.ob_mpi) )
        return comm

    def Create_graph(self, index, edges, bint reorder=False):
        """
        Create graph communicator
        """
        cdef int nnodes = len(index)
        cdef int *iindex = NULL
        cdef tmp1 = asarray_int(index, &iindex, nnodes)
        cdef int nedges = len(edges)
        cdef int *iedges = NULL
        cdef tmp2 = asarray_int(edges, &iedges, nedges)
        # extension: 'standard' adjacency arrays
        if iindex[0]==0 and iindex[nnodes-1]==nedges:
            nnodes -= 1; iindex += 1;
        #
        cdef Graphcomm comm = Graphcomm()
        with nogil: CHKERR( MPI_Graph_create(self.ob_mpi, nnodes, iindex, iedges, reorder, &comm.ob_mpi) )
        return comm

    def Create_intercomm(self,
                         int local_leader,
                         Intracomm peer_comm not None,
                         int remote_leader,
                         int tag=0):
        """
        Create intercommunicator
        """
        cdef Intercomm comm = Intercomm()
        with nogil: CHKERR( MPI_Intercomm_create(
            self.ob_mpi, local_leader,
            peer_comm.ob_mpi, remote_leader,
            tag, &comm.ob_mpi) )
        return comm

    # Global Reduction Operations
    # ---------------------------

    # Inclusive Scan

    def Scan(self, sendbuf, recvbuf, Op op not None=SUM):
        """
        Inclusive Scan
        """
        cdef _p_msg_cco m = message_cco()
        m.for_scan(sendbuf, recvbuf, self.ob_mpi)
        with nogil: CHKERR( MPI_Scan(
            m.sbuf, m.rbuf, m.rcount, m.rtype,
            op.ob_mpi, self.ob_mpi) )

    # Exclusive Scan

    def Exscan(self, sendbuf, recvbuf, Op op not None=SUM):
        """
        Exclusive Scan
        """
        cdef _p_msg_cco m = message_cco()
        m.for_exscan(sendbuf, recvbuf, self.ob_mpi)
        with nogil: CHKERR( MPI_Exscan(
            m.sbuf, m.rbuf, m.rcount, m.rtype,
            op.ob_mpi, self.ob_mpi) )

    # Python Communication
    #
    def scan(self, sendobj=None, recvobj=None, op=SUM):
        """Inclusive Scan"""
        if op is None: op = SUM
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_scan(sendobj, recvobj, op, comm)
    #
    def exscan(self, sendobj=None, recvobj=None, op=SUM):
        """Exclusive Scan"""
        if op is None: op = SUM
        cdef MPI_Comm comm = self.ob_mpi
        return PyMPI_exscan(sendobj, recvobj, op, comm)


    # Establishing Communication
    # --------------------------

    # Starting Processes

    def Spawn(self, command, args, int maxprocs=1,
              Info info=INFO_NULL, int root=0, errcodes=None):
        """
        Spawn instances of a single MPI application
        """
        cdef char *cmd = NULL
        cdef char **argv = MPI_ARGV_NULL
        cdef MPI_Info cinfo = _arg_Info(info)
        cdef int *ierrcodes = MPI_ERRCODES_IGNORE
        #
        cdef int rank = MPI_UNDEFINED
        CHKERR( MPI_Comm_rank(self.ob_mpi, &rank) )
        cdef object tmp1 = None, tmp2 = None
        if root == rank:
            command = asmpistr(command, &cmd, NULL)
            if args is not None:
                tmp1 = asarray_argv(args, &argv)
            if errcodes is not None:
                tmp2 = newarray_int(maxprocs, &ierrcodes)
        #
        cdef Intercomm comm = Intercomm()
        with nogil: CHKERR( MPI_Comm_spawn(
            cmd, argv, maxprocs, cinfo, root,
            self.ob_mpi, &comm.ob_mpi,
            ierrcodes) )
        #
        cdef int i = 0
        if root == rank and (errcodes is not None):
            errcodes[:] = [ierrcodes[i] for i from 0<=i<maxprocs]
        #
        return comm

    # Server Routines

    def Accept(self, port_name, Info info=INFO_NULL, int root=0):
        """
        Accept a request to form a new intercommunicator
        """
        cdef char *cportname = NULL
        port_name = asmpistr(port_name, &cportname, NULL)
        cdef MPI_Info cinfo = _arg_Info(info)
        cdef Intercomm comm = Intercomm()
        with nogil: CHKERR( MPI_Comm_accept(
            cportname, cinfo, root,
            self.ob_mpi, &comm.ob_mpi) )
        return comm

    # Client Routines

    def Connect(self, port_name, Info info=INFO_NULL, int root=0):
        """
        Make a request to form a new intercommunicator
        """
        cdef char *cportname = NULL
        port_name = asmpistr(port_name, &cportname, NULL)
        cdef MPI_Info cinfo = _arg_Info(info)
        cdef Intercomm comm = Intercomm()
        with nogil: CHKERR( MPI_Comm_connect(
            cportname, cinfo, root,
            self.ob_mpi, &comm.ob_mpi) )
        return comm


cdef class Cartcomm(Intracomm):

    """
    Cartesian topology intracommunicator
    """

    # Communicator Constructors
    # -------------------------

    def Dup(self):
        """
        Duplicate an existing communicator
        """
        cdef Intracomm comm = type(self)()
        with nogil: CHKERR( MPI_Comm_dup(self.ob_mpi, &comm.ob_mpi) )
        return comm

    # Cartesian Inquiry Functions
    # ---------------------------

    def Get_dim(self):
        """
        Return number of dimensions
        """
        cdef int dim = 0
        CHKERR( MPI_Cartdim_get(self.ob_mpi, &dim) )
        return dim

    property dim:
        """number of dimensions"""
        def __get__(self):
            return self.Get_dim()

    property ndim:
        """number of dimensions"""
        def __get__(self):
            return self.Get_dim()

    def Get_topo(self):
        """
        Return information on the cartesian topology
        """
        cdef int ndim = 0
        CHKERR( MPI_Cartdim_get(self.ob_mpi, &ndim) )
        cdef int *idims = NULL
        cdef tmp1 = newarray_int(ndim, &idims)
        cdef int *iperiods = NULL
        cdef tmp2 = newarray_int(ndim, &iperiods)
        cdef int *icoords = NULL
        cdef tmp3 = newarray_int(ndim, &icoords)
        CHKERR( MPI_Cart_get(self.ob_mpi, ndim, idims, iperiods, icoords) )
        cdef int i = 0
        dims    = [idims[i]    for i from 0 <= i < ndim]
        periods = [iperiods[i] for i from 0 <= i < ndim]
        coords  = [icoords[i]  for i from 0 <= i < ndim]
        return (dims, periods, coords)

    property topo:
        """topology information"""
        def __get__(self):
            return self.Get_topo()

    property dims:
        """dimensions"""
        def __get__(self):
            return self.Get_topo()[0]

    property periods:
        """periodicity"""
        def __get__(self):
            return self.Get_topo()[1]

    property coords:
        """coordinates"""
        def __get__(self):
            return self.Get_topo()[2]


    # Cartesian Translator Functions
    # ------------------------------

    def Get_cart_rank(self, coords):
        """
        Translate logical coordinates to ranks
        """
        cdef int ndim = 0
        CHKERR( MPI_Cartdim_get( self.ob_mpi, &ndim) )
        #
        cdef int *icoords = NULL
        cdef tmp = asarray_int(coords, &icoords, ndim)
        cdef int rank = MPI_PROC_NULL
        CHKERR( MPI_Cart_rank(self.ob_mpi, icoords, &rank) )
        return rank

    def Get_coords(self, int rank):
        """
        Translate ranks to logical coordinates
        """
        cdef int ndim = 0
        CHKERR( MPI_Cartdim_get(self.ob_mpi, &ndim) )
        cdef int *icoords = NULL
        cdef tmp = newarray_int(ndim, &icoords)
        CHKERR( MPI_Cart_coords(self.ob_mpi, rank, ndim, icoords) )
        cdef int i = 0
        coords  = [icoords[i] for i from 0 <= i < ndim]
        return coords

    # Cartesian Shift Function
    # ------------------------

    def Shift(self, int direction, int disp):
        """
        Return a tuple (source,dest) of process ranks
        for data shifting with Comm.Sendrecv()
        """
        cdef int source = MPI_PROC_NULL, dest = MPI_PROC_NULL
        CHKERR( MPI_Cart_shift(self.ob_mpi, direction, disp, &source, &dest) )
        return (source, dest)

    # Cartesian Partition Function
    # ----------------------------

    def Sub(self, remain_dims):
        """
        Return cartesian communicators
        that form lower-dimensional subgrids
        """
        cdef int ndim = 0
        CHKERR( MPI_Cartdim_get(self.ob_mpi, &ndim) )
        cdef int *iremdims = NULL
        cdef tmp = asarray_int(remain_dims, &iremdims, ndim)
        cdef Cartcomm comm = Cartcomm()
        with nogil: CHKERR( MPI_Cart_sub(self.ob_mpi, iremdims, &comm.ob_mpi) )
        return comm


    # Cartesian Low-Level Functions
    # -----------------------------

    def Map(self, dims, periods=None):
        """
        Return an optimal placement for the
        calling process on the physical machine
        """
        cdef int ndims = len(dims)
        cdef int *idims = NULL
        cdef tmp1 = asarray_int(dims, &idims, ndims)
        if periods is None: periods = [False] * ndims
        cdef int *iperiods = NULL
        cdef tmp2 = asarray_int(periods, &iperiods, ndims)
        cdef int rank = MPI_PROC_NULL
        CHKERR( MPI_Cart_map(self.ob_mpi, ndims, idims, iperiods, &rank) )
        return rank

# Cartesian Convenience Function

def Compute_dims(int nnodes, dims):
    """
    Return a balanced distribution of
    processes per coordinate direction
    """
    cdef int ndims, *idims = NULL
    try: ndims = len(dims)
    except: ndims = dims; dims = [0] * ndims
    cdef tmp = asarray_int(dims, &idims, ndims)
    CHKERR( MPI_Dims_create(nnodes, ndims, idims) )
    cdef int i = 0
    return [idims[i] for i from 0 <= i < ndims]


cdef class Graphcomm(Intracomm):

    """
    Graph topology intracommunicator
    """

    # Communicator Constructors
    # -------------------------

    def Dup(self):
        """
        Duplicate an existing communicator
        """
        cdef Intracomm comm = type(self)()
        with nogil: CHKERR( MPI_Comm_dup(
            self.ob_mpi, &comm.ob_mpi) )
        return comm

    # Graph Inquiry Functions
    # -----------------------

    def Get_dims(self):
        """
        Return the number of nodes and edges
        """
        cdef int nnodes = 0, nedges = 0
        CHKERR( MPI_Graphdims_get(self.ob_mpi, &nnodes, &nedges) )
        return (nnodes, nedges)

    property dims:
        """number of nodes and edges"""
        def __get__(self):
            return self.Get_topo()

    property nnodes:
        """number of nodes"""
        def __get__(self):
            return self.Get_topo()[0]

    property nedges:
        """number of edges"""
        def __get__(self):
            return self.Get_topo()[1]

    def Get_topo(self):
        """
        Return index and edges
        """
        cdef int nindex = 0, nedges = 0
        CHKERR( MPI_Graphdims_get( self.ob_mpi, &nindex, &nedges) )
        cdef int *iindex = NULL
        cdef tmp1 = newarray_int(nindex, &iindex)
        cdef int *iedges = NULL
        cdef tmp2 = newarray_int(nedges, &iedges)
        CHKERR( MPI_Graph_get(self.ob_mpi, nindex, nedges, iindex, iedges) )
        cdef int i = 0
        index = [iindex[i] for i from 0 <= i < nindex]
        edges = [iedges[i] for i from 0 <= i < nedges]
        return (index, edges)

    property topo:
        """topology information"""
        def __get__(self):
            return self.Get_topo()

    property index:
        """index"""
        def __get__(self):
            return self.Get_topo()[0]

    property edges:
        """edges"""
        def __get__(self):
            return self.Get_topo()

    # Graph Information Functions
    # ---------------------------

    def Get_neighbors_count(self, int rank):
        """
        Return number of neighbors of a process
        """
        cdef int nneighbors = 0
        CHKERR( MPI_Graph_neighbors_count(self.ob_mpi, rank, &nneighbors) )
        return nneighbors

    property nneighbors:
        """number of neighbors"""
        def __get__(self):
            cdef int rank = self.Get_rank()
            return self.Get_neighbors_count(rank)

    def Get_neighbors(self, int rank):
        """
        Return list of neighbors of a process
        """
        cdef int nneighbors = 0
        with nogil: CHKERR( MPI_Graph_neighbors_count(
            self.ob_mpi, rank, &nneighbors) )
        cdef int *ineighbors = NULL
        cdef tmp = newarray_int(nneighbors, &ineighbors)
        CHKERR( MPI_Graph_neighbors(self.ob_mpi, rank, nneighbors, ineighbors) )
        cdef int i = 0
        neighbors = [ineighbors[i] for i from 0 <= i < nneighbors]
        return neighbors

    property neighbors:
        """neighbors"""
        def __get__(self):
            cdef int rank = self.Get_rank()
            return self.Get_neighbors(rank)

    # Graph Low-Level Functions
    # -------------------------

    def Map(self, index, edges):
        """
        Return an optimal placement for the
        calling process on the physical machine
        """
        cdef int nnodes = len(index)
        cdef int *iindex = NULL
        cdef tmp1 = asarray_int(index, &iindex, nnodes)
        cdef int nedges = len(edges)
        cdef int *iedges = NULL
        cdef tmp2 = asarray_int(edges, &iedges, nedges)
        # extension: accept more 'standard' adjacency arrays
        if iindex[0]==0 and iindex[nnodes-1]==nedges:
            nnodes -= 1; iindex += 1;
        cdef int rank = MPI_PROC_NULL
        CHKERR( MPI_Graph_map(self.ob_mpi, nnodes, iindex, iedges, &rank) )
        return rank


cdef class Intercomm(Comm):

    """
    Intercommunicator
    """

    # Intercommunicator Accessors
    # ---------------------------

    def Get_remote_group(self):
        """
        Access the remote group associated
        with the inter-communicator
        """
        cdef Group group = Group()
        CHKERR( MPI_Comm_remote_group(self.ob_mpi, &group.ob_mpi) )
        return group

    property remote_group:
        """remote group"""
        def __get__(self):
            return self.Get_remote_group()

    def Get_remote_size(self):
        """
        Intercommunicator remote size
        """
        cdef int size = -1
        CHKERR( MPI_Comm_remote_size(self.ob_mpi, &size) )
        return size

    property remote_size:
        """number of remote processes"""
        def __get__(self):
            return self.Get_remote_size()

    # Communicator Constructors
    # -------------------------

    def Dup(self):
        """
        Duplicate an existing intercommunicator
        """
        cdef Intercomm comm = type(self)()
        with nogil: CHKERR( MPI_Comm_dup(self.ob_mpi, &comm.ob_mpi) )
        return comm

    def Create(self, Group group not None):
        """
        Create intercommunicator from group
        """
        cdef Intercomm comm = type(self)()
        with nogil: CHKERR( MPI_Comm_create(self.ob_mpi, group.ob_mpi, &comm.ob_mpi) )
        return comm

    def Split(self, int color=0, int key=0):
        """
        Split intercommunicator by color and key
        """
        cdef Intercomm comm = type(self)()
        with nogil: CHKERR( MPI_Comm_split(self.ob_mpi, color, key, &comm.ob_mpi) )
        return comm

    def Merge(self, bint high=False):
        """
        Merge intercommunicator
        """
        cdef Intracomm comm = Intracomm()
        with nogil: CHKERR( MPI_Intercomm_merge(self.ob_mpi, high, &comm.ob_mpi) )
        return comm



cdef Comm      __COMM_NULL__   = _new_Comm      ( MPI_COMM_NULL  )
cdef Intracomm __COMM_SELF__   = _new_Intracomm ( MPI_COMM_SELF  )
cdef Intracomm __COMM_WORLD__  = _new_Intracomm ( MPI_COMM_WORLD )
cdef Intercomm __COMM_PARENT__ = _new_Intercomm ( MPI_COMM_NULL  )


# Predefined communicators
# ------------------------

COMM_NULL =  __COMM_NULL__   #: Null communicator handle
COMM_SELF  = __COMM_SELF__   #: Self communicator handle
COMM_WORLD = __COMM_WORLD__  #: World communicator handle


# Buffer Allocation and Usage
# ---------------------------

BSEND_OVERHEAD = MPI_BSEND_OVERHEAD
#: Upper bound of memory overhead for sending in buffered mode

def Attach_buffer(memory):
    """
    Attach a user-provided buffer for
    sending in buffered mode
    """
    cdef void *base = NULL
    cdef MPI_Aint size = 0
    asmemory(memory, &base, &size)
    with nogil: CHKERR( MPI_Buffer_attach(base, <int>size) )

def Detach_buffer():
    """
    Remove an existing attached buffer
    """
    cdef void *base = NULL
    cdef int size = 0
    with nogil: CHKERR( MPI_Buffer_detach(&base, &size) )
    return tomemory(base, <MPI_Aint>size)


# --------------------------------------------------------------------
# [5] Process Creation and Management
# --------------------------------------------------------------------

# [5.4.2] Server Routines
# -----------------------

def Open_port(Info info=INFO_NULL):
    """
    Return an address that can be used to establish
    connections between groups of MPI processes
    """
    cdef MPI_Info cinfo = _arg_Info(info)
    cdef char cportname[MPI_MAX_PORT_NAME+1]
    with nogil: CHKERR( MPI_Open_port(cinfo, cportname) )
    return mpistr(cportname)

def Close_port(port_name, Info info=INFO_NULL):
    """
    Close a port
    """
    cdef char *cportname = NULL
    port_name = asmpistr(port_name, &cportname, NULL)
    cdef MPI_Info cinfo = _arg_Info(info)
    with nogil: CHKERR( MPI_Close_port(cportname) )

# [5.4.4] Name Publishing
# -----------------------

def Publish_name(service_name, Info info, port_name):
    """
    Publish a service name
    """
    cdef char *csrvcname = NULL
    service_name = asmpistr(service_name, &csrvcname, NULL)
    cdef char *cportname = NULL
    port_name = asmpistr(port_name, &cportname, NULL)
    cdef MPI_Info cinfo = _arg_Info(info)
    with nogil: CHKERR( MPI_Publish_name(csrvcname, cinfo, cportname) )

def Unpublish_name(service_name, Info info, port_name):
    """
    Unpublish a service name
    """
    cdef char *csrvcname = NULL
    service_name = asmpistr(service_name, &csrvcname, NULL)
    cdef char *cportname = NULL
    port_name = asmpistr(port_name, &cportname, NULL)
    cdef MPI_Info cinfo = _arg_Info(info)
    with nogil: CHKERR( MPI_Unpublish_name(csrvcname, cinfo, cportname) )

def Lookup_name(service_name, Info info=INFO_NULL):
    """
    Lookup a port name given a service name
    """
    cdef char *csrvcname = NULL
    service_name = asmpistr(service_name, &csrvcname, NULL)
    cdef MPI_Info cinfo = _arg_Info(info)
    cdef char cportname[MPI_MAX_PORT_NAME+1]
    with nogil: CHKERR( MPI_Lookup_name(csrvcname, cinfo, cportname) )
    return mpistr(cportname)