summaryrefslogtreecommitdiff
path: root/src/backend/executor/nodeAgg.c
blob: 961440cc66d99a893a99501cbe578862a2d136c8 (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
/*-------------------------------------------------------------------------
 *
 * nodeAgg.c
 *	  Routines to handle aggregate nodes.
 *
 *	  ExecAgg evaluates each aggregate in the following steps: (initcond1,
 *	  initcond2 are the initial values and sfunc1, sfunc2, and finalfunc are
 *	  the transition functions.)
 *
 *		 value1 = initcond1
 *		 value2 = initcond2
 *		 foreach input_value do
 *			value1 = sfunc1(value1, input_value)
 *			value2 = sfunc2(value2)
 *		 value1 = finalfunc(value1, value2)
 *
 *	  If initcond1 is NULL then the first non-NULL input_value is
 *	  assigned directly to value1.  sfunc1 isn't applied until value1
 *	  is non-NULL.
 *
 *	  sfunc1 is never applied when the current tuple's input_value is NULL.
 *	  sfunc2 is applied for each tuple if the aggref is marked 'usenulls',
 *	  otherwise it is only applied when input_value is not NULL.
 *	  (usenulls was formerly used for COUNT(*), but is no longer needed for
 *	  that purpose; as of 10/1999 the support for usenulls is dead code.
 *	  I have not removed it because it seems like a potentially useful
 *	  feature for user-defined aggregates.  We'd just need to add a
 *	  flag column to pg_aggregate and a parameter to CREATE AGGREGATE...)
 *
 *
 * Portions Copyright (c) 1996-2000, PostgreSQL, Inc
 * Portions Copyright (c) 1994, Regents of the University of California
 *
 * IDENTIFICATION
 *	  $Header: /cvsroot/pgsql/src/backend/executor/nodeAgg.c,v 1.62 2000/01/26 05:56:22 momjian Exp $
 *
 *-------------------------------------------------------------------------
 */

#include "postgres.h"

#include "access/heapam.h"
#include "catalog/pg_aggregate.h"
#include "catalog/pg_operator.h"
#include "executor/executor.h"
#include "executor/nodeAgg.h"
#include "optimizer/clauses.h"
#include "parser/parse_expr.h"
#include "parser/parse_oper.h"
#include "parser/parse_type.h"
#include "utils/syscache.h"
#include "utils/tuplesort.h"

/*
 * AggStatePerAggData - per-aggregate working state for the Agg scan
 */
typedef struct AggStatePerAggData
{
	/*
	 * These values are set up during ExecInitAgg() and do not change
	 * thereafter:
	 */

	/* Link to Aggref node this working state is for */
	Aggref	   *aggref;

	/* Oids of transfer functions */
	Oid			xfn1_oid;
	Oid			xfn2_oid;
	Oid			finalfn_oid;
	/*
	 * fmgr lookup data for transfer functions --- only valid when
	 * corresponding oid is not InvalidOid
	 */
	FmgrInfo	xfn1;
	FmgrInfo	xfn2;
	FmgrInfo	finalfn;
	/*
	 * Type of input data and Oid of sort operator to use for it;
	 * only set/used when aggregate has DISTINCT flag.  (These are not
	 * used directly by nodeAgg, but must be passed to the Tuplesort object.)
	 */
	Oid			inputType;
	Oid			sortOperator;
	/*
	 * fmgr lookup data for input type's equality operator --- only set/used
	 * when aggregate has DISTINCT flag.
	 */
	FmgrInfo	equalfn;
	/*
	 * initial values from pg_aggregate entry
	 */
	Datum		initValue1;		/* for transtype1 */
	Datum		initValue2;		/* for transtype2 */
	bool		initValue1IsNull,
				initValue2IsNull;
	/*
	 * We need the len and byval info for the agg's input and transition
	 * data types in order to know how to copy/delete values.
	 */
	int			inputtypeLen,
				transtype1Len,
				transtype2Len;
	bool		inputtypeByVal,
				transtype1ByVal,
				transtype2ByVal;

	/*
	 * These values are working state that is initialized at the start
	 * of an input tuple group and updated for each input tuple.
	 *
	 * For a simple (non DISTINCT) aggregate, we just feed the input values
	 * straight to the transition functions.  If it's DISTINCT, we pass the
	 * input values into a Tuplesort object; then at completion of the input
	 * tuple group, we scan the sorted values, eliminate duplicates, and run
	 * the transition functions on the rest.
	 */

	Tuplesortstate *sortstate;	/* sort object, if a DISTINCT agg */

	Datum		value1,			/* current transfer values 1 and 2 */
				value2;
	bool		value1IsNull,
				value2IsNull;
	bool		noInitValue;	/* true if value1 not set yet */
	/*
	 * Note: right now, noInitValue always has the same value as value1IsNull.
	 * But we should keep them separate because once the fmgr interface is
	 * fixed, we'll need to distinguish a null returned by transfn1 from
	 * a null we haven't yet replaced with an input value.
	 */
} AggStatePerAggData;


static void initialize_aggregate (AggStatePerAgg peraggstate);
static void advance_transition_functions (AggStatePerAgg peraggstate,
										  Datum newVal, bool isNull);
static void finalize_aggregate (AggStatePerAgg peraggstate,
								Datum *resultVal, bool *resultIsNull);
static Datum copyDatum(Datum val, int typLen, bool typByVal);


/*
 * Initialize one aggregate for a new set of input values.
 */
static void
initialize_aggregate (AggStatePerAgg peraggstate)
{
	Aggref		   *aggref = peraggstate->aggref;

	/*
	 * Start a fresh sort operation for each DISTINCT aggregate.
	 */
	if (aggref->aggdistinct)
	{
		/* In case of rescan, maybe there could be an uncompleted
		 * sort operation?  Clean it up if so.
		 */
		if (peraggstate->sortstate)
			tuplesort_end(peraggstate->sortstate);

		peraggstate->sortstate =
			tuplesort_begin_datum(peraggstate->inputType,
								  peraggstate->sortOperator,
								  false);
	}

	/*
	 * (Re)set value1 and value2 to their initial values.
	 */
	if (OidIsValid(peraggstate->xfn1_oid) &&
		! peraggstate->initValue1IsNull)
		peraggstate->value1 = copyDatum(peraggstate->initValue1, 
										peraggstate->transtype1Len,
										peraggstate->transtype1ByVal);
	else
		peraggstate->value1 = (Datum) NULL;
	peraggstate->value1IsNull = peraggstate->initValue1IsNull;

	if (OidIsValid(peraggstate->xfn2_oid) &&
		! peraggstate->initValue2IsNull)
		peraggstate->value2 = copyDatum(peraggstate->initValue2, 
										peraggstate->transtype2Len,
										peraggstate->transtype2ByVal);
	else
		peraggstate->value2 = (Datum) NULL;
	peraggstate->value2IsNull = peraggstate->initValue2IsNull;

	/* ------------------------------------------
	 * If the initial value for the first transition function
	 * doesn't exist in the pg_aggregate table then we will let
	 * the first value returned from the outer procNode become
	 * the initial value. (This is useful for aggregates like
	 * max{} and min{}.)  The noInitValue flag signals that we
	 * still need to do this.
	 * ------------------------------------------
	 */
	peraggstate->noInitValue = peraggstate->initValue1IsNull;
}

/*
 * Given a new input value, advance the transition functions of an aggregate.
 *
 * Note: if the agg does not have usenulls set, null inputs will be filtered
 * out before reaching here.
 */
static void
advance_transition_functions (AggStatePerAgg peraggstate,
							  Datum newVal, bool isNull)
{
	Datum		args[2];

	if (OidIsValid(peraggstate->xfn1_oid) && !isNull)
	{
		if (peraggstate->noInitValue)
		{
			/*
			 * value1 has not been initialized. This is the first non-NULL
			 * input value. We use it as the initial value for value1.
			 *
			 * XXX We assume, without having checked, that the agg's input
			 * type is binary-compatible with its transtype1!
			 *
			 * We have to copy the datum since the tuple from which it came
			 * will be freed on the next iteration of the scan.
			 */
			peraggstate->value1 = copyDatum(newVal,
											peraggstate->transtype1Len,
											peraggstate->transtype1ByVal);
			peraggstate->value1IsNull = false;
			peraggstate->noInitValue = false;
		}
		else
		{
			/* apply transition function 1 */
			args[0] = peraggstate->value1;
			args[1] = newVal;
			newVal = (Datum) fmgr_c(&peraggstate->xfn1,
									(FmgrValues *) args,
									&isNull);
			if (! peraggstate->transtype1ByVal)
				pfree(peraggstate->value1);
			peraggstate->value1 = newVal;
		}
	}

	if (OidIsValid(peraggstate->xfn2_oid))
	{
		/* apply transition function 2 */
		args[0] = peraggstate->value2;
		isNull = false;			/* value2 cannot be null, currently */
		newVal = (Datum) fmgr_c(&peraggstate->xfn2,
								(FmgrValues *) args,
								&isNull);
		if (! peraggstate->transtype2ByVal)
			pfree(peraggstate->value2);
		peraggstate->value2 = newVal;
	}
}

/*
 * Compute the final value of one aggregate.
 */
static void
finalize_aggregate (AggStatePerAgg peraggstate,
					Datum *resultVal, bool *resultIsNull)
{
	Aggref	   *aggref = peraggstate->aggref;
	char	   *args[2];

	/*
	 * If it's a DISTINCT aggregate, all we've done so far is to stuff the
	 * input values into the sort object.  Complete the sort, then run
	 * the transition functions on the non-duplicate values.  Note that
	 * DISTINCT always suppresses nulls, per SQL spec, regardless of usenulls.
	 */
	if (aggref->aggdistinct)
	{
		Datum		oldVal = (Datum) 0;
		bool		haveOldVal = false;
		Datum		newVal;
		bool		isNull;

		tuplesort_performsort(peraggstate->sortstate);
		while (tuplesort_getdatum(peraggstate->sortstate, true,
								  &newVal, &isNull))
		{
			if (isNull)
				continue;
			if (haveOldVal)
			{
				Datum	equal;

				equal = (Datum) (*fmgr_faddr(&peraggstate->equalfn)) (oldVal,
																	  newVal);
				if (DatumGetInt32(equal) != 0)
				{
					if (! peraggstate->inputtypeByVal)
						pfree(DatumGetPointer(newVal));
					continue;
				}
			}
			advance_transition_functions(peraggstate, newVal, false);
			if (haveOldVal && ! peraggstate->inputtypeByVal)
				pfree(DatumGetPointer(oldVal));
			oldVal = newVal;
			haveOldVal = true;
		}
		if (haveOldVal && ! peraggstate->inputtypeByVal)
			pfree(DatumGetPointer(oldVal));
		tuplesort_end(peraggstate->sortstate);
		peraggstate->sortstate = NULL;
	}

	/*
	 * Now apply the agg's finalfn, or substitute the appropriate transition
	 * value if there is no finalfn.
	 *
	 * XXX For now, only apply finalfn if we got at least one
	 * non-null input value.  This prevents zero divide in AVG().
	 * If we had cleaner handling of null inputs/results in functions,
	 * we could probably take out this hack and define the result
	 * for no inputs as whatever finalfn returns for null input.
	 */
	if (OidIsValid(peraggstate->finalfn_oid) &&
		! peraggstate->noInitValue)
	{
		if (peraggstate->finalfn.fn_nargs > 1)
		{
			args[0] = (char *) peraggstate->value1;
			args[1] = (char *) peraggstate->value2;
		}
		else if (OidIsValid(peraggstate->xfn1_oid))
			args[0] = (char *) peraggstate->value1;
		else if (OidIsValid(peraggstate->xfn2_oid))
			args[0] = (char *) peraggstate->value2;
		else
			elog(ERROR, "ExecAgg: no valid transition functions??");
		*resultIsNull = false;
		*resultVal = (Datum) fmgr_c(&peraggstate->finalfn,
									(FmgrValues *) args,
									resultIsNull);
	}
	else if (OidIsValid(peraggstate->xfn1_oid))
	{
		/* Return value1 */
		*resultVal = peraggstate->value1;
		*resultIsNull = peraggstate->value1IsNull;
		/* prevent pfree below */
		peraggstate->value1IsNull = true;
	}
	else if (OidIsValid(peraggstate->xfn2_oid))
	{
		/* Return value2 */
		*resultVal = peraggstate->value2;
		*resultIsNull = peraggstate->value2IsNull;
		/* prevent pfree below */
		peraggstate->value2IsNull = true;
	}
	else
		elog(ERROR, "ExecAgg: no valid transition functions??");

	/*
	 * Release any per-group working storage, unless we're passing
	 * it back as the result of the aggregate.
	 */
	if (OidIsValid(peraggstate->xfn1_oid) &&
		! peraggstate->value1IsNull &&
		! peraggstate->transtype1ByVal)
		pfree(peraggstate->value1);
	
	if (OidIsValid(peraggstate->xfn2_oid) &&
		! peraggstate->value2IsNull &&
		! peraggstate->transtype2ByVal)
		pfree(peraggstate->value2);
}

/* ---------------------------------------
 *
 * ExecAgg -
 *
 *	  ExecAgg receives tuples from its outer subplan and aggregates over
 *	  the appropriate attribute for each aggregate function use (Aggref
 *	  node) appearing in the targetlist or qual of the node.  The number
 *	  of tuples to aggregate over depends on whether a GROUP BY clause is
 *	  present.  We can produce an aggregate result row per group, or just
 *	  one for the whole query.  The value of each aggregate is stored in
 *	  the expression context to be used when ExecProject evaluates the
 *	  result tuple.
 *
 *	  If the outer subplan is a Group node, ExecAgg returns as many tuples
 *	  as there are groups.
 *
 * ------------------------------------------
 */
TupleTableSlot *
ExecAgg(Agg *node)
{
	AggState   *aggstate;
	EState	   *estate;
	Plan	   *outerPlan;
	ExprContext *econtext;
	ProjectionInfo *projInfo;
	Datum	   *aggvalues;
	bool	   *aggnulls;
	AggStatePerAgg	peragg;
	TupleTableSlot *resultSlot;
	HeapTuple	inputTuple;
	int			aggno;
	bool		isDone;
	bool		isNull;

	/* ---------------------
	 *	get state info from node
	 * ---------------------
	 */
	aggstate = node->aggstate;
	estate = node->plan.state;
	outerPlan = outerPlan(node);
	econtext = aggstate->csstate.cstate.cs_ExprContext;
	aggvalues = econtext->ecxt_aggvalues;
	aggnulls = econtext->ecxt_aggnulls;
	projInfo = aggstate->csstate.cstate.cs_ProjInfo;
	peragg = aggstate->peragg;

	/*
	 * We loop retrieving groups until we find one matching
	 * node->plan.qual
	 */
	do
	{
		if (aggstate->agg_done)
			return NULL;

		/*
		 * Initialize working state for a new input tuple group
		 */
		for (aggno = 0; aggno < aggstate->numaggs; aggno++)
		{
			AggStatePerAgg	peraggstate = &peragg[aggno];

			initialize_aggregate(peraggstate);
		}

		inputTuple = NULL;		/* no saved input tuple yet */

		/* ----------------
		 *	 for each tuple from the outer plan, update all the aggregates
		 * ----------------
		 */
		for (;;)
		{
			TupleTableSlot *outerslot;

			outerslot = ExecProcNode(outerPlan, (Plan *) node);
			if (TupIsNull(outerslot))
				break;
			econtext->ecxt_scantuple = outerslot;

			for (aggno = 0; aggno < aggstate->numaggs; aggno++)
			{
				AggStatePerAgg	peraggstate = &peragg[aggno];
				Aggref		   *aggref = peraggstate->aggref;
				Datum			newVal;

				newVal = ExecEvalExpr(aggref->target, econtext,
									  &isNull, &isDone);

				if (isNull && !aggref->usenulls)
					continue;	/* ignore this tuple for this agg */

				if (aggref->aggdistinct)
					tuplesort_putdatum(peraggstate->sortstate,
									   newVal, isNull);
				else
					advance_transition_functions(peraggstate,
												 newVal, isNull);
			}

			/*
			 * Keep a copy of the first input tuple for the projection.
			 * (We only need one since only the GROUP BY columns in it
			 * can be referenced, and these will be the same for all
			 * tuples aggregated over.)
			 */
			if (!inputTuple)
				inputTuple = heap_copytuple(outerslot->val);
		}

		/*
		 * Done scanning input tuple group.
		 * Finalize each aggregate calculation.
		 */
		for (aggno = 0; aggno < aggstate->numaggs; aggno++)
		{
			AggStatePerAgg	peraggstate = &peragg[aggno];

			finalize_aggregate(peraggstate,
							   & aggvalues[aggno], & aggnulls[aggno]);
		}

		/*
		 * If the outerPlan is a Group node, we will reach here after each
		 * group.  We are not done unless the Group node is done (a little
		 * ugliness here while we reach into the Group's state to find out).
		 * Furthermore, when grouping we return nothing at all unless we
		 * had some input tuple(s).  By the nature of Group, there are
		 * no empty groups, so if we get here with no input the whole scan
		 * is empty.
		 *
		 * If the outerPlan isn't a Group, we are done when we get here,
		 * and we will emit a (single) tuple even if there were no input
		 * tuples.
		 */
		if (IsA(outerPlan, Group))
		{
			/* aggregation over groups */
			aggstate->agg_done = ((Group *) outerPlan)->grpstate->grp_done;
			/* check for no groups */
			if (inputTuple == NULL)
				return NULL;
		}
		else
		{
			aggstate->agg_done = true;
			/*
			 * If inputtuple==NULL (ie, the outerPlan didn't return anything),
			 * create a dummy all-nulls input tuple for use by execProject.
			 * 99.44% of the time this is a waste of cycles, because
			 * ordinarily the projected output tuple's targetlist cannot
			 * contain any direct (non-aggregated) references to input
			 * columns, so the dummy tuple will not be referenced.  However
			 * there are special cases where this isn't so --- in particular
			 * an UPDATE involving an aggregate will have a targetlist
			 * reference to ctid.  We need to return a null for ctid in that
			 * situation, not coredump.
			 *
			 * The values returned for the aggregates will be the initial
			 * values of the transition functions.
			 */
			if (inputTuple == NULL)
			{
				TupleDesc	tupType;
				Datum	   *tupValue;
				char	   *null_array;
				AttrNumber	attnum;

				tupType = aggstate->csstate.css_ScanTupleSlot->ttc_tupleDescriptor;
				tupValue = projInfo->pi_tupValue;
				/* watch out for null input tuples, though... */
				if (tupType && tupValue)
				{
					null_array = (char *) palloc(sizeof(char)*tupType->natts);
					for (attnum = 0; attnum < tupType->natts; attnum++)
						null_array[attnum] = 'n';
					inputTuple = heap_formtuple(tupType, tupValue, null_array);
					pfree(null_array);
				}
			}
		}

		/*
		 * Store the representative input tuple in the tuple table slot
		 * reserved for it.
		 */
		ExecStoreTuple(inputTuple,
					   aggstate->csstate.css_ScanTupleSlot,
					   InvalidBuffer,
					   true);
		econtext->ecxt_scantuple = aggstate->csstate.css_ScanTupleSlot;

		/*
		 * Form a projection tuple using the aggregate results and the
		 * representative input tuple.  Store it in the result tuple slot.
		 */
		resultSlot = ExecProject(projInfo, &isDone);

		/*
		 * If the completed tuple does not match the qualifications,
		 * it is ignored and we loop back to try to process another group.
		 * Otherwise, return the tuple.
		 */
	}
	while (! ExecQual(node->plan.qual, econtext, false));

	return resultSlot;
}

/* -----------------
 * ExecInitAgg
 *
 *	Creates the run-time information for the agg node produced by the
 *	planner and initializes its outer subtree
 * -----------------
 */
bool
ExecInitAgg(Agg *node, EState *estate, Plan *parent)
{
	AggState	   *aggstate;
	AggStatePerAgg	peragg;
	Plan		   *outerPlan;
	ExprContext	   *econtext;
	int				numaggs,
					aggno;
	List		   *alist;

	/*
	 * assign the node's execution state
	 */
	node->plan.state = estate;

	/*
	 * create state structure
	 */
	aggstate = makeNode(AggState);
	node->aggstate = aggstate;
	aggstate->agg_done = false;

	/*
	 * find aggregates in targetlist and quals
	 *
	 * Note: pull_agg_clauses also checks that no aggs contain other agg
	 * calls in their arguments.  This would make no sense under SQL semantics
	 * anyway (and it's forbidden by the spec).  Because that is true, we
	 * don't need to worry about evaluating the aggs in any particular order.
	 */
	aggstate->aggs = nconc(pull_agg_clause((Node *) node->plan.targetlist),
						   pull_agg_clause((Node *) node->plan.qual));
	aggstate->numaggs = numaggs = length(aggstate->aggs);
	if (numaggs <= 0)
	{
		/*
		 * This used to be treated as an error, but we can't do that anymore
		 * because constant-expression simplification could optimize away
		 * all of the Aggrefs in the targetlist and qual.  So, just make a
		 * debug note, and force numaggs positive so that palloc()s below
		 * don't choke.
		 */
		elog(DEBUG, "ExecInitAgg: could not find any aggregate functions");
		numaggs = 1;
	}

	/*
	 * assign node's base id and create expression context
	 */
	ExecAssignNodeBaseInfo(estate, &aggstate->csstate.cstate, (Plan *) parent);
	ExecAssignExprContext(estate, &aggstate->csstate.cstate);

#define AGG_NSLOTS 2

	/*
	 * tuple table initialization
	 */
	ExecInitScanTupleSlot(estate, &aggstate->csstate);
	ExecInitResultTupleSlot(estate, &aggstate->csstate.cstate);

	/*
	 * Set up aggregate-result storage in the expr context,
	 * and also allocate my private per-agg working storage
	 */
	econtext = aggstate->csstate.cstate.cs_ExprContext;
	econtext->ecxt_aggvalues = (Datum *) palloc(sizeof(Datum) * numaggs);
	MemSet(econtext->ecxt_aggvalues, 0, sizeof(Datum) * numaggs);
	econtext->ecxt_aggnulls = (bool *) palloc(sizeof(bool) * numaggs);
	MemSet(econtext->ecxt_aggnulls, 0, sizeof(bool) * numaggs);

	peragg = (AggStatePerAgg) palloc(sizeof(AggStatePerAggData) * numaggs);
	MemSet(peragg, 0, sizeof(AggStatePerAggData) * numaggs);
	aggstate->peragg = peragg;

	/*
	 * initialize child nodes
	 */
	outerPlan = outerPlan(node);
	ExecInitNode(outerPlan, estate, (Plan *) node);

	/* ----------------
	 *	initialize source tuple type.
	 * ----------------
	 */
	ExecAssignScanTypeFromOuterPlan((Plan *) node, &aggstate->csstate);

	/*
	 * Initialize result tuple type and projection info.
	 */
	ExecAssignResultTypeFromTL((Plan *) node, &aggstate->csstate.cstate);
	ExecAssignProjectionInfo((Plan *) node, &aggstate->csstate.cstate);

	/*
	 * Perform lookups of aggregate function info, and initialize the
	 * unchanging fields of the per-agg data
	 */
	aggno = -1;
	foreach(alist, aggstate->aggs)
	{
		Aggref		   *aggref = (Aggref *) lfirst(alist);
		AggStatePerAgg	peraggstate = &peragg[++aggno];
		char		   *aggname = aggref->aggname;
		HeapTuple		aggTuple;
		Form_pg_aggregate aggform;
		Type			typeInfo;
		Oid				xfn1_oid,
						xfn2_oid,
						finalfn_oid;

		/* Mark Aggref node with its associated index in the result array */
		aggref->aggno = aggno;

		/* Fill in the peraggstate data */
		peraggstate->aggref = aggref;

		aggTuple = SearchSysCacheTuple(AGGNAME,
									   PointerGetDatum(aggname),
									   ObjectIdGetDatum(aggref->basetype),
									   0, 0);
		if (!HeapTupleIsValid(aggTuple))
			elog(ERROR, "ExecAgg: cache lookup failed for aggregate %s(%s)",
				 aggname,
				 typeidTypeName(aggref->basetype));
		aggform = (Form_pg_aggregate) GETSTRUCT(aggTuple);

		peraggstate->initValue1 = (Datum)
			AggNameGetInitVal(aggname,
							  aggform->aggbasetype,
							  1,
							  &peraggstate->initValue1IsNull);

		peraggstate->initValue2 = (Datum)
			AggNameGetInitVal(aggname,
							  aggform->aggbasetype,
							  2,
							  &peraggstate->initValue2IsNull);

		peraggstate->xfn1_oid = xfn1_oid = aggform->aggtransfn1;
		peraggstate->xfn2_oid = xfn2_oid = aggform->aggtransfn2;
		peraggstate->finalfn_oid = finalfn_oid = aggform->aggfinalfn;

		if (OidIsValid(xfn1_oid))
		{
			fmgr_info(xfn1_oid, &peraggstate->xfn1);
			/* If a transfn1 is specified, transtype1 had better be, too */
			typeInfo = typeidType(aggform->aggtranstype1);
			peraggstate->transtype1Len = typeLen(typeInfo);
			peraggstate->transtype1ByVal = typeByVal(typeInfo);
		}

		if (OidIsValid(xfn2_oid))
		{
			fmgr_info(xfn2_oid, &peraggstate->xfn2);
			/* If a transfn2 is specified, transtype2 had better be, too */
			typeInfo = typeidType(aggform->aggtranstype2);
			peraggstate->transtype2Len = typeLen(typeInfo);
			peraggstate->transtype2ByVal = typeByVal(typeInfo);
			/* ------------------------------------------
			 * If there is a second transition function, its initial
			 * value must exist -- as it does not depend on data values,
			 * we have no other way of determining an initial value.
			 * ------------------------------------------
			 */
			if (peraggstate->initValue2IsNull)
				elog(ERROR, "ExecInitAgg: agginitval2 is null");
		}

		if (OidIsValid(finalfn_oid))
		{
			fmgr_info(finalfn_oid, &peraggstate->finalfn);
		}

		if (aggref->aggdistinct)
		{
			Oid			inputType = exprType(aggref->target);
			Operator	eq_operator;
			Form_pg_operator pgopform;

			peraggstate->inputType = inputType;
			typeInfo = typeidType(inputType);
			peraggstate->inputtypeLen = typeLen(typeInfo);
			peraggstate->inputtypeByVal = typeByVal(typeInfo);

			eq_operator = oper("=", inputType, inputType, true);
			if (!HeapTupleIsValid(eq_operator))
			{
				elog(ERROR, "Unable to identify an equality operator for type '%s'",
					 typeidTypeName(inputType));
			}
			pgopform = (Form_pg_operator) GETSTRUCT(eq_operator);
			fmgr_info(pgopform->oprcode, &(peraggstate->equalfn));
			peraggstate->sortOperator = any_ordering_op(inputType);
			peraggstate->sortstate = NULL;
		}
	}

	return TRUE;
}

int
ExecCountSlotsAgg(Agg *node)
{
	return ExecCountSlotsNode(outerPlan(node)) +
	ExecCountSlotsNode(innerPlan(node)) +
	AGG_NSLOTS;
}

void
ExecEndAgg(Agg *node)
{
	AggState   *aggstate = node->aggstate;
	Plan	   *outerPlan;

	ExecFreeProjectionInfo(&aggstate->csstate.cstate);

	outerPlan = outerPlan(node);
	ExecEndNode(outerPlan, (Plan *) node);

	/* clean up tuple table */
	ExecClearTuple(aggstate->csstate.css_ScanTupleSlot);
}

void
ExecReScanAgg(Agg *node, ExprContext *exprCtxt, Plan *parent)
{
	AggState   *aggstate = node->aggstate;
	ExprContext *econtext = aggstate->csstate.cstate.cs_ExprContext;

	aggstate->agg_done = false;
	MemSet(econtext->ecxt_aggvalues, 0, sizeof(Datum) * aggstate->numaggs);
	MemSet(econtext->ecxt_aggnulls, 0, sizeof(bool) * aggstate->numaggs);

	/*
	 * if chgParam of subnode is not null then plan will be re-scanned by
	 * first ExecProcNode.
	 */
	if (((Plan *) node)->lefttree->chgParam == NULL)
		ExecReScan(((Plan *) node)->lefttree, exprCtxt, (Plan *) node);

}


/*
 * Helper routine to make a copy of a Datum.
 *
 * NB: input had better not be a NULL; might cause null-pointer dereference.
 */
static Datum
copyDatum(Datum val, int typLen, bool typByVal)
{
	if (typByVal)
		return val;
	else
	{
		char   *newVal;

		if (typLen == -1)		/* variable length type? */
			typLen = VARSIZE((struct varlena *) DatumGetPointer(val));
		newVal = (char *) palloc(typLen);
		memcpy(newVal, DatumGetPointer(val), typLen);
		return PointerGetDatum(newVal);
	}
}