xref: /sqlite-3.40.0/src/window.c (revision a4eeccdf)
1 /*
2 ** 2018 May 08
3 **
4 ** The author disclaims copyright to this source code.  In place of
5 ** a legal notice, here is a blessing:
6 **
7 **    May you do good and not evil.
8 **    May you find forgiveness for yourself and forgive others.
9 **    May you share freely, never taking more than you give.
10 **
11 *************************************************************************
12 */
13 #include "sqliteInt.h"
14 
15 #ifndef SQLITE_OMIT_WINDOWFUNC
16 
17 /*
18 ** SELECT REWRITING
19 **
20 **   Any SELECT statement that contains one or more window functions in
21 **   either the select list or ORDER BY clause (the only two places window
22 **   functions may be used) is transformed by function sqlite3WindowRewrite()
23 **   in order to support window function processing. For example, with the
24 **   schema:
25 **
26 **     CREATE TABLE t1(a, b, c, d, e, f, g);
27 **
28 **   the statement:
29 **
30 **     SELECT a+1, max(b) OVER (PARTITION BY c ORDER BY d) FROM t1 ORDER BY e;
31 **
32 **   is transformed to:
33 **
34 **     SELECT a+1, max(b) OVER (PARTITION BY c ORDER BY d) FROM (
35 **         SELECT a, e, c, d, b FROM t1 ORDER BY c, d
36 **     ) ORDER BY e;
37 **
38 **   The flattening optimization is disabled when processing this transformed
39 **   SELECT statement. This allows the implementation of the window function
40 **   (in this case max()) to process rows sorted in order of (c, d), which
41 **   makes things easier for obvious reasons. More generally:
42 **
43 **     * FROM, WHERE, GROUP BY and HAVING clauses are all moved to
44 **       the sub-query.
45 **
46 **     * ORDER BY, LIMIT and OFFSET remain part of the parent query.
47 **
48 **     * Terminals from each of the expression trees that make up the
49 **       select-list and ORDER BY expressions in the parent query are
50 **       selected by the sub-query. For the purposes of the transformation,
51 **       terminals are column references and aggregate functions.
52 **
53 **   If there is more than one window function in the SELECT that uses
54 **   the same window declaration (the OVER bit), then a single scan may
55 **   be used to process more than one window function. For example:
56 **
57 **     SELECT max(b) OVER (PARTITION BY c ORDER BY d),
58 **            min(e) OVER (PARTITION BY c ORDER BY d)
59 **     FROM t1;
60 **
61 **   is transformed in the same way as the example above. However:
62 **
63 **     SELECT max(b) OVER (PARTITION BY c ORDER BY d),
64 **            min(e) OVER (PARTITION BY a ORDER BY b)
65 **     FROM t1;
66 **
67 **   Must be transformed to:
68 **
69 **     SELECT max(b) OVER (PARTITION BY c ORDER BY d) FROM (
70 **         SELECT e, min(e) OVER (PARTITION BY a ORDER BY b), c, d, b FROM
71 **           SELECT a, e, c, d, b FROM t1 ORDER BY a, b
72 **         ) ORDER BY c, d
73 **     ) ORDER BY e;
74 **
75 **   so that both min() and max() may process rows in the order defined by
76 **   their respective window declarations.
77 **
78 ** INTERFACE WITH SELECT.C
79 **
80 **   When processing the rewritten SELECT statement, code in select.c calls
81 **   sqlite3WhereBegin() to begin iterating through the results of the
82 **   sub-query, which is always implemented as a co-routine. It then calls
83 **   sqlite3WindowCodeStep() to process rows and finish the scan by calling
84 **   sqlite3WhereEnd().
85 **
86 **   sqlite3WindowCodeStep() generates VM code so that, for each row returned
87 **   by the sub-query a sub-routine (OP_Gosub) coded by select.c is invoked.
88 **   When the sub-routine is invoked:
89 **
90 **     * The results of all window-functions for the row are stored
91 **       in the associated Window.regResult registers.
92 **
93 **     * The required terminal values are stored in the current row of
94 **       temp table Window.iEphCsr.
95 **
96 **   In some cases, depending on the window frame and the specific window
97 **   functions invoked, sqlite3WindowCodeStep() caches each entire partition
98 **   in a temp table before returning any rows. In other cases it does not.
99 **   This detail is encapsulated within this file, the code generated by
100 **   select.c is the same in either case.
101 **
102 ** BUILT-IN WINDOW FUNCTIONS
103 **
104 **   This implementation features the following built-in window functions:
105 **
106 **     row_number()
107 **     rank()
108 **     dense_rank()
109 **     percent_rank()
110 **     cume_dist()
111 **     ntile(N)
112 **     lead(expr [, offset [, default]])
113 **     lag(expr [, offset [, default]])
114 **     first_value(expr)
115 **     last_value(expr)
116 **     nth_value(expr, N)
117 **
118 **   These are the same built-in window functions supported by Postgres.
119 **   Although the behaviour of aggregate window functions (functions that
120 **   can be used as either aggregates or window funtions) allows them to
121 **   be implemented using an API, built-in window functions are much more
122 **   esoteric. Additionally, some window functions (e.g. nth_value())
123 **   may only be implemented by caching the entire partition in memory.
124 **   As such, some built-in window functions use the same API as aggregate
125 **   window functions and some are implemented directly using VDBE
126 **   instructions. Additionally, for those functions that use the API, the
127 **   window frame is sometimes modified before the SELECT statement is
128 **   rewritten. For example, regardless of the specified window frame, the
129 **   row_number() function always uses:
130 **
131 **     ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
132 **
133 **   See sqlite3WindowUpdate() for details.
134 **
135 **   As well as some of the built-in window functions, aggregate window
136 **   functions min() and max() are implemented using VDBE instructions if
137 **   the start of the window frame is declared as anything other than
138 **   UNBOUNDED PRECEDING.
139 */
140 
141 /*
142 ** Implementation of built-in window function row_number(). Assumes that the
143 ** window frame has been coerced to:
144 **
145 **   ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
146 */
147 static void row_numberStepFunc(
148   sqlite3_context *pCtx,
149   int nArg,
150   sqlite3_value **apArg
151 ){
152   i64 *p = (i64*)sqlite3_aggregate_context(pCtx, sizeof(*p));
153   if( p ) (*p)++;
154   UNUSED_PARAMETER(nArg);
155   UNUSED_PARAMETER(apArg);
156 }
157 static void row_numberValueFunc(sqlite3_context *pCtx){
158   i64 *p = (i64*)sqlite3_aggregate_context(pCtx, sizeof(*p));
159   sqlite3_result_int64(pCtx, (p ? *p : 0));
160 }
161 
162 /*
163 ** Context object type used by rank(), dense_rank(), percent_rank() and
164 ** cume_dist().
165 */
166 struct CallCount {
167   i64 nValue;
168   i64 nStep;
169   i64 nTotal;
170 };
171 
172 /*
173 ** Implementation of built-in window function dense_rank(). Assumes that
174 ** the window frame has been set to:
175 **
176 **   RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
177 */
178 static void dense_rankStepFunc(
179   sqlite3_context *pCtx,
180   int nArg,
181   sqlite3_value **apArg
182 ){
183   struct CallCount *p;
184   p = (struct CallCount*)sqlite3_aggregate_context(pCtx, sizeof(*p));
185   if( p ) p->nStep = 1;
186   UNUSED_PARAMETER(nArg);
187   UNUSED_PARAMETER(apArg);
188 }
189 static void dense_rankValueFunc(sqlite3_context *pCtx){
190   struct CallCount *p;
191   p = (struct CallCount*)sqlite3_aggregate_context(pCtx, sizeof(*p));
192   if( p ){
193     if( p->nStep ){
194       p->nValue++;
195       p->nStep = 0;
196     }
197     sqlite3_result_int64(pCtx, p->nValue);
198   }
199 }
200 
201 /*
202 ** Implementation of built-in window function nth_value(). This
203 ** implementation is used in "slow mode" only - when the EXCLUDE clause
204 ** is not set to the default value "NO OTHERS".
205 */
206 struct NthValueCtx {
207   i64 nStep;
208   sqlite3_value *pValue;
209 };
210 static void nth_valueStepFunc(
211   sqlite3_context *pCtx,
212   int nArg,
213   sqlite3_value **apArg
214 ){
215   struct NthValueCtx *p;
216   p = (struct NthValueCtx*)sqlite3_aggregate_context(pCtx, sizeof(*p));
217   if( p ){
218     i64 iVal;
219     switch( sqlite3_value_numeric_type(apArg[1]) ){
220       case SQLITE_INTEGER:
221         iVal = sqlite3_value_int64(apArg[1]);
222         break;
223       case SQLITE_FLOAT: {
224         double fVal = sqlite3_value_double(apArg[1]);
225         if( ((i64)fVal)!=fVal ) goto error_out;
226         iVal = (i64)fVal;
227         break;
228       }
229       default:
230         goto error_out;
231     }
232     if( iVal<=0 ) goto error_out;
233 
234     p->nStep++;
235     if( iVal==p->nStep ){
236       p->pValue = sqlite3_value_dup(apArg[0]);
237       if( !p->pValue ){
238         sqlite3_result_error_nomem(pCtx);
239       }
240     }
241   }
242   UNUSED_PARAMETER(nArg);
243   UNUSED_PARAMETER(apArg);
244   return;
245 
246  error_out:
247   sqlite3_result_error(
248       pCtx, "second argument to nth_value must be a positive integer", -1
249   );
250 }
251 static void nth_valueFinalizeFunc(sqlite3_context *pCtx){
252   struct NthValueCtx *p;
253   p = (struct NthValueCtx*)sqlite3_aggregate_context(pCtx, 0);
254   if( p && p->pValue ){
255     sqlite3_result_value(pCtx, p->pValue);
256     sqlite3_value_free(p->pValue);
257     p->pValue = 0;
258   }
259 }
260 #define nth_valueInvFunc noopStepFunc
261 #define nth_valueValueFunc noopValueFunc
262 
263 static void first_valueStepFunc(
264   sqlite3_context *pCtx,
265   int nArg,
266   sqlite3_value **apArg
267 ){
268   struct NthValueCtx *p;
269   p = (struct NthValueCtx*)sqlite3_aggregate_context(pCtx, sizeof(*p));
270   if( p && p->pValue==0 ){
271     p->pValue = sqlite3_value_dup(apArg[0]);
272     if( !p->pValue ){
273       sqlite3_result_error_nomem(pCtx);
274     }
275   }
276   UNUSED_PARAMETER(nArg);
277   UNUSED_PARAMETER(apArg);
278 }
279 static void first_valueFinalizeFunc(sqlite3_context *pCtx){
280   struct NthValueCtx *p;
281   p = (struct NthValueCtx*)sqlite3_aggregate_context(pCtx, sizeof(*p));
282   if( p && p->pValue ){
283     sqlite3_result_value(pCtx, p->pValue);
284     sqlite3_value_free(p->pValue);
285     p->pValue = 0;
286   }
287 }
288 #define first_valueInvFunc noopStepFunc
289 #define first_valueValueFunc noopValueFunc
290 
291 /*
292 ** Implementation of built-in window function rank(). Assumes that
293 ** the window frame has been set to:
294 **
295 **   RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
296 */
297 static void rankStepFunc(
298   sqlite3_context *pCtx,
299   int nArg,
300   sqlite3_value **apArg
301 ){
302   struct CallCount *p;
303   p = (struct CallCount*)sqlite3_aggregate_context(pCtx, sizeof(*p));
304   if( p ){
305     p->nStep++;
306     if( p->nValue==0 ){
307       p->nValue = p->nStep;
308     }
309   }
310   UNUSED_PARAMETER(nArg);
311   UNUSED_PARAMETER(apArg);
312 }
313 static void rankValueFunc(sqlite3_context *pCtx){
314   struct CallCount *p;
315   p = (struct CallCount*)sqlite3_aggregate_context(pCtx, sizeof(*p));
316   if( p ){
317     sqlite3_result_int64(pCtx, p->nValue);
318     p->nValue = 0;
319   }
320 }
321 
322 /*
323 ** Implementation of built-in window function percent_rank(). Assumes that
324 ** the window frame has been set to:
325 **
326 **   GROUPS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
327 */
328 static void percent_rankStepFunc(
329   sqlite3_context *pCtx,
330   int nArg,
331   sqlite3_value **apArg
332 ){
333   struct CallCount *p;
334   UNUSED_PARAMETER(nArg); assert( nArg==0 );
335   UNUSED_PARAMETER(apArg);
336   p = (struct CallCount*)sqlite3_aggregate_context(pCtx, sizeof(*p));
337   if( p ){
338     p->nTotal++;
339   }
340 }
341 static void percent_rankInvFunc(
342   sqlite3_context *pCtx,
343   int nArg,
344   sqlite3_value **apArg
345 ){
346   struct CallCount *p;
347   UNUSED_PARAMETER(nArg); assert( nArg==0 );
348   UNUSED_PARAMETER(apArg);
349   p = (struct CallCount*)sqlite3_aggregate_context(pCtx, sizeof(*p));
350   p->nStep++;
351 }
352 static void percent_rankValueFunc(sqlite3_context *pCtx){
353   struct CallCount *p;
354   p = (struct CallCount*)sqlite3_aggregate_context(pCtx, sizeof(*p));
355   if( p ){
356     p->nValue = p->nStep;
357     if( p->nTotal>1 ){
358       double r = (double)p->nValue / (double)(p->nTotal-1);
359       sqlite3_result_double(pCtx, r);
360     }else{
361       sqlite3_result_double(pCtx, 0.0);
362     }
363   }
364 }
365 #define percent_rankFinalizeFunc percent_rankValueFunc
366 
367 /*
368 ** Implementation of built-in window function cume_dist(). Assumes that
369 ** the window frame has been set to:
370 **
371 **   GROUPS BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING
372 */
373 static void cume_distStepFunc(
374   sqlite3_context *pCtx,
375   int nArg,
376   sqlite3_value **apArg
377 ){
378   struct CallCount *p;
379   UNUSED_PARAMETER(nArg); assert( nArg==0 );
380   UNUSED_PARAMETER(apArg);
381   p = (struct CallCount*)sqlite3_aggregate_context(pCtx, sizeof(*p));
382   if( p ){
383     p->nTotal++;
384   }
385 }
386 static void cume_distInvFunc(
387   sqlite3_context *pCtx,
388   int nArg,
389   sqlite3_value **apArg
390 ){
391   struct CallCount *p;
392   UNUSED_PARAMETER(nArg); assert( nArg==0 );
393   UNUSED_PARAMETER(apArg);
394   p = (struct CallCount*)sqlite3_aggregate_context(pCtx, sizeof(*p));
395   p->nStep++;
396 }
397 static void cume_distValueFunc(sqlite3_context *pCtx){
398   struct CallCount *p;
399   p = (struct CallCount*)sqlite3_aggregate_context(pCtx, 0);
400   if( p ){
401     double r = (double)(p->nStep) / (double)(p->nTotal);
402     sqlite3_result_double(pCtx, r);
403   }
404 }
405 #define cume_distFinalizeFunc cume_distValueFunc
406 
407 /*
408 ** Context object for ntile() window function.
409 */
410 struct NtileCtx {
411   i64 nTotal;                     /* Total rows in partition */
412   i64 nParam;                     /* Parameter passed to ntile(N) */
413   i64 iRow;                       /* Current row */
414 };
415 
416 /*
417 ** Implementation of ntile(). This assumes that the window frame has
418 ** been coerced to:
419 **
420 **   ROWS CURRENT ROW AND UNBOUNDED FOLLOWING
421 */
422 static void ntileStepFunc(
423   sqlite3_context *pCtx,
424   int nArg,
425   sqlite3_value **apArg
426 ){
427   struct NtileCtx *p;
428   assert( nArg==1 ); UNUSED_PARAMETER(nArg);
429   p = (struct NtileCtx*)sqlite3_aggregate_context(pCtx, sizeof(*p));
430   if( p ){
431     if( p->nTotal==0 ){
432       p->nParam = sqlite3_value_int64(apArg[0]);
433       if( p->nParam<=0 ){
434         sqlite3_result_error(
435             pCtx, "argument of ntile must be a positive integer", -1
436         );
437       }
438     }
439     p->nTotal++;
440   }
441 }
442 static void ntileInvFunc(
443   sqlite3_context *pCtx,
444   int nArg,
445   sqlite3_value **apArg
446 ){
447   struct NtileCtx *p;
448   assert( nArg==1 ); UNUSED_PARAMETER(nArg);
449   UNUSED_PARAMETER(apArg);
450   p = (struct NtileCtx*)sqlite3_aggregate_context(pCtx, sizeof(*p));
451   p->iRow++;
452 }
453 static void ntileValueFunc(sqlite3_context *pCtx){
454   struct NtileCtx *p;
455   p = (struct NtileCtx*)sqlite3_aggregate_context(pCtx, sizeof(*p));
456   if( p && p->nParam>0 ){
457     int nSize = (p->nTotal / p->nParam);
458     if( nSize==0 ){
459       sqlite3_result_int64(pCtx, p->iRow+1);
460     }else{
461       i64 nLarge = p->nTotal - p->nParam*nSize;
462       i64 iSmall = nLarge*(nSize+1);
463       i64 iRow = p->iRow;
464 
465       assert( (nLarge*(nSize+1) + (p->nParam-nLarge)*nSize)==p->nTotal );
466 
467       if( iRow<iSmall ){
468         sqlite3_result_int64(pCtx, 1 + iRow/(nSize+1));
469       }else{
470         sqlite3_result_int64(pCtx, 1 + nLarge + (iRow-iSmall)/nSize);
471       }
472     }
473   }
474 }
475 #define ntileFinalizeFunc ntileValueFunc
476 
477 /*
478 ** Context object for last_value() window function.
479 */
480 struct LastValueCtx {
481   sqlite3_value *pVal;
482   int nVal;
483 };
484 
485 /*
486 ** Implementation of last_value().
487 */
488 static void last_valueStepFunc(
489   sqlite3_context *pCtx,
490   int nArg,
491   sqlite3_value **apArg
492 ){
493   struct LastValueCtx *p;
494   UNUSED_PARAMETER(nArg);
495   p = (struct LastValueCtx*)sqlite3_aggregate_context(pCtx, sizeof(*p));
496   if( p ){
497     sqlite3_value_free(p->pVal);
498     p->pVal = sqlite3_value_dup(apArg[0]);
499     if( p->pVal==0 ){
500       sqlite3_result_error_nomem(pCtx);
501     }else{
502       p->nVal++;
503     }
504   }
505 }
506 static void last_valueInvFunc(
507   sqlite3_context *pCtx,
508   int nArg,
509   sqlite3_value **apArg
510 ){
511   struct LastValueCtx *p;
512   UNUSED_PARAMETER(nArg);
513   UNUSED_PARAMETER(apArg);
514   p = (struct LastValueCtx*)sqlite3_aggregate_context(pCtx, sizeof(*p));
515   if( ALWAYS(p) ){
516     p->nVal--;
517     if( p->nVal==0 ){
518       sqlite3_value_free(p->pVal);
519       p->pVal = 0;
520     }
521   }
522 }
523 static void last_valueValueFunc(sqlite3_context *pCtx){
524   struct LastValueCtx *p;
525   p = (struct LastValueCtx*)sqlite3_aggregate_context(pCtx, 0);
526   if( p && p->pVal ){
527     sqlite3_result_value(pCtx, p->pVal);
528   }
529 }
530 static void last_valueFinalizeFunc(sqlite3_context *pCtx){
531   struct LastValueCtx *p;
532   p = (struct LastValueCtx*)sqlite3_aggregate_context(pCtx, sizeof(*p));
533   if( p && p->pVal ){
534     sqlite3_result_value(pCtx, p->pVal);
535     sqlite3_value_free(p->pVal);
536     p->pVal = 0;
537   }
538 }
539 
540 /*
541 ** Static names for the built-in window function names.  These static
542 ** names are used, rather than string literals, so that FuncDef objects
543 ** can be associated with a particular window function by direct
544 ** comparison of the zName pointer.  Example:
545 **
546 **       if( pFuncDef->zName==row_valueName ){ ... }
547 */
548 static const char row_numberName[] =   "row_number";
549 static const char dense_rankName[] =   "dense_rank";
550 static const char rankName[] =         "rank";
551 static const char percent_rankName[] = "percent_rank";
552 static const char cume_distName[] =    "cume_dist";
553 static const char ntileName[] =        "ntile";
554 static const char last_valueName[] =   "last_value";
555 static const char nth_valueName[] =    "nth_value";
556 static const char first_valueName[] =  "first_value";
557 static const char leadName[] =         "lead";
558 static const char lagName[] =          "lag";
559 
560 /*
561 ** No-op implementations of xStep() and xFinalize().  Used as place-holders
562 ** for built-in window functions that never call those interfaces.
563 **
564 ** The noopValueFunc() is called but is expected to do nothing.  The
565 ** noopStepFunc() is never called, and so it is marked with NO_TEST to
566 ** let the test coverage routine know not to expect this function to be
567 ** invoked.
568 */
569 static void noopStepFunc(    /*NO_TEST*/
570   sqlite3_context *p,        /*NO_TEST*/
571   int n,                     /*NO_TEST*/
572   sqlite3_value **a          /*NO_TEST*/
573 ){                           /*NO_TEST*/
574   UNUSED_PARAMETER(p);       /*NO_TEST*/
575   UNUSED_PARAMETER(n);       /*NO_TEST*/
576   UNUSED_PARAMETER(a);       /*NO_TEST*/
577   assert(0);                 /*NO_TEST*/
578 }                            /*NO_TEST*/
579 static void noopValueFunc(sqlite3_context *p){ UNUSED_PARAMETER(p); /*no-op*/ }
580 
581 /* Window functions that use all window interfaces: xStep, xFinal,
582 ** xValue, and xInverse */
583 #define WINDOWFUNCALL(name,nArg,extra) {                                   \
584   nArg, (SQLITE_FUNC_BUILTIN|SQLITE_UTF8|SQLITE_FUNC_WINDOW|extra), 0, 0,  \
585   name ## StepFunc, name ## FinalizeFunc, name ## ValueFunc,               \
586   name ## InvFunc, name ## Name, {0}                                       \
587 }
588 
589 /* Window functions that are implemented using bytecode and thus have
590 ** no-op routines for their methods */
591 #define WINDOWFUNCNOOP(name,nArg,extra) {                                  \
592   nArg, (SQLITE_FUNC_BUILTIN|SQLITE_UTF8|SQLITE_FUNC_WINDOW|extra), 0, 0,  \
593   noopStepFunc, noopValueFunc, noopValueFunc,                              \
594   noopStepFunc, name ## Name, {0}                                          \
595 }
596 
597 /* Window functions that use all window interfaces: xStep, the
598 ** same routine for xFinalize and xValue and which never call
599 ** xInverse. */
600 #define WINDOWFUNCX(name,nArg,extra) {                                     \
601   nArg, (SQLITE_FUNC_BUILTIN|SQLITE_UTF8|SQLITE_FUNC_WINDOW|extra), 0, 0,  \
602   name ## StepFunc, name ## ValueFunc, name ## ValueFunc,                  \
603   noopStepFunc, name ## Name, {0}                                          \
604 }
605 
606 
607 /*
608 ** Register those built-in window functions that are not also aggregates.
609 */
610 void sqlite3WindowFunctions(void){
611   static FuncDef aWindowFuncs[] = {
612     WINDOWFUNCX(row_number, 0, 0),
613     WINDOWFUNCX(dense_rank, 0, 0),
614     WINDOWFUNCX(rank, 0, 0),
615     WINDOWFUNCALL(percent_rank, 0, 0),
616     WINDOWFUNCALL(cume_dist, 0, 0),
617     WINDOWFUNCALL(ntile, 1, 0),
618     WINDOWFUNCALL(last_value, 1, 0),
619     WINDOWFUNCALL(nth_value, 2, 0),
620     WINDOWFUNCALL(first_value, 1, 0),
621     WINDOWFUNCNOOP(lead, 1, 0),
622     WINDOWFUNCNOOP(lead, 2, 0),
623     WINDOWFUNCNOOP(lead, 3, 0),
624     WINDOWFUNCNOOP(lag, 1, 0),
625     WINDOWFUNCNOOP(lag, 2, 0),
626     WINDOWFUNCNOOP(lag, 3, 0),
627   };
628   sqlite3InsertBuiltinFuncs(aWindowFuncs, ArraySize(aWindowFuncs));
629 }
630 
631 static Window *windowFind(Parse *pParse, Window *pList, const char *zName){
632   Window *p;
633   for(p=pList; p; p=p->pNextWin){
634     if( sqlite3StrICmp(p->zName, zName)==0 ) break;
635   }
636   if( p==0 ){
637     sqlite3ErrorMsg(pParse, "no such window: %s", zName);
638   }
639   return p;
640 }
641 
642 /*
643 ** This function is called immediately after resolving the function name
644 ** for a window function within a SELECT statement. Argument pList is a
645 ** linked list of WINDOW definitions for the current SELECT statement.
646 ** Argument pFunc is the function definition just resolved and pWin
647 ** is the Window object representing the associated OVER clause. This
648 ** function updates the contents of pWin as follows:
649 **
650 **   * If the OVER clause refered to a named window (as in "max(x) OVER win"),
651 **     search list pList for a matching WINDOW definition, and update pWin
652 **     accordingly. If no such WINDOW clause can be found, leave an error
653 **     in pParse.
654 **
655 **   * If the function is a built-in window function that requires the
656 **     window to be coerced (see "BUILT-IN WINDOW FUNCTIONS" at the top
657 **     of this file), pWin is updated here.
658 */
659 void sqlite3WindowUpdate(
660   Parse *pParse,
661   Window *pList,                  /* List of named windows for this SELECT */
662   Window *pWin,                   /* Window frame to update */
663   FuncDef *pFunc                  /* Window function definition */
664 ){
665   if( pWin->zName && pWin->eFrmType==0 ){
666     Window *p = windowFind(pParse, pList, pWin->zName);
667     if( p==0 ) return;
668     pWin->pPartition = sqlite3ExprListDup(pParse->db, p->pPartition, 0);
669     pWin->pOrderBy = sqlite3ExprListDup(pParse->db, p->pOrderBy, 0);
670     pWin->pStart = sqlite3ExprDup(pParse->db, p->pStart, 0);
671     pWin->pEnd = sqlite3ExprDup(pParse->db, p->pEnd, 0);
672     pWin->eStart = p->eStart;
673     pWin->eEnd = p->eEnd;
674     pWin->eFrmType = p->eFrmType;
675     pWin->eExclude = p->eExclude;
676   }else{
677     sqlite3WindowChain(pParse, pWin, pList);
678   }
679   if( (pWin->eFrmType==TK_RANGE)
680    && (pWin->pStart || pWin->pEnd)
681    && (pWin->pOrderBy==0 || pWin->pOrderBy->nExpr!=1)
682   ){
683     sqlite3ErrorMsg(pParse,
684       "RANGE with offset PRECEDING/FOLLOWING requires one ORDER BY expression"
685     );
686   }else
687   if( pFunc->funcFlags & SQLITE_FUNC_WINDOW ){
688     sqlite3 *db = pParse->db;
689     if( pWin->pFilter ){
690       sqlite3ErrorMsg(pParse,
691           "FILTER clause may only be used with aggregate window functions"
692       );
693     }else{
694       struct WindowUpdate {
695         const char *zFunc;
696         int eFrmType;
697         int eStart;
698         int eEnd;
699       } aUp[] = {
700         { row_numberName,   TK_ROWS,   TK_UNBOUNDED, TK_CURRENT },
701         { dense_rankName,   TK_RANGE,  TK_UNBOUNDED, TK_CURRENT },
702         { rankName,         TK_RANGE,  TK_UNBOUNDED, TK_CURRENT },
703         { percent_rankName, TK_GROUPS, TK_CURRENT,   TK_UNBOUNDED },
704         { cume_distName,    TK_GROUPS, TK_FOLLOWING, TK_UNBOUNDED },
705         { ntileName,        TK_ROWS,   TK_CURRENT,   TK_UNBOUNDED },
706         { leadName,         TK_ROWS,   TK_UNBOUNDED, TK_UNBOUNDED },
707         { lagName,          TK_ROWS,   TK_UNBOUNDED, TK_CURRENT },
708       };
709       int i;
710       for(i=0; i<ArraySize(aUp); i++){
711         if( pFunc->zName==aUp[i].zFunc ){
712           sqlite3ExprDelete(db, pWin->pStart);
713           sqlite3ExprDelete(db, pWin->pEnd);
714           pWin->pEnd = pWin->pStart = 0;
715           pWin->eFrmType = aUp[i].eFrmType;
716           pWin->eStart = aUp[i].eStart;
717           pWin->eEnd = aUp[i].eEnd;
718           pWin->eExclude = 0;
719           if( pWin->eStart==TK_FOLLOWING ){
720             pWin->pStart = sqlite3Expr(db, TK_INTEGER, "1");
721           }
722           break;
723         }
724       }
725     }
726   }
727   pWin->pFunc = pFunc;
728 }
729 
730 /*
731 ** Context object passed through sqlite3WalkExprList() to
732 ** selectWindowRewriteExprCb() by selectWindowRewriteEList().
733 */
734 typedef struct WindowRewrite WindowRewrite;
735 struct WindowRewrite {
736   Window *pWin;
737   SrcList *pSrc;
738   ExprList *pSub;
739   Table *pTab;
740   Select *pSubSelect;             /* Current sub-select, if any */
741 };
742 
743 /*
744 ** Callback function used by selectWindowRewriteEList(). If necessary,
745 ** this function appends to the output expression-list and updates
746 ** expression (*ppExpr) in place.
747 */
748 static int selectWindowRewriteExprCb(Walker *pWalker, Expr *pExpr){
749   struct WindowRewrite *p = pWalker->u.pRewrite;
750   Parse *pParse = pWalker->pParse;
751   assert( p!=0 );
752   assert( p->pWin!=0 );
753 
754   /* If this function is being called from within a scalar sub-select
755   ** that used by the SELECT statement being processed, only process
756   ** TK_COLUMN expressions that refer to it (the outer SELECT). Do
757   ** not process aggregates or window functions at all, as they belong
758   ** to the scalar sub-select.  */
759   if( p->pSubSelect ){
760     if( pExpr->op!=TK_COLUMN ){
761       return WRC_Continue;
762     }else{
763       int nSrc = p->pSrc->nSrc;
764       int i;
765       for(i=0; i<nSrc; i++){
766         if( pExpr->iTable==p->pSrc->a[i].iCursor ) break;
767       }
768       if( i==nSrc ) return WRC_Continue;
769     }
770   }
771 
772   switch( pExpr->op ){
773 
774     case TK_FUNCTION:
775       if( !ExprHasProperty(pExpr, EP_WinFunc) ){
776         break;
777       }else{
778         Window *pWin;
779         for(pWin=p->pWin; pWin; pWin=pWin->pNextWin){
780           if( pExpr->y.pWin==pWin ){
781             assert( pWin->pOwner==pExpr );
782             return WRC_Prune;
783           }
784         }
785       }
786       /* no break */ deliberate_fall_through
787 
788     case TK_AGG_FUNCTION:
789     case TK_COLUMN: {
790       int iCol = -1;
791       if( pParse->db->mallocFailed ) return WRC_Abort;
792       if( p->pSub ){
793         int i;
794         for(i=0; i<p->pSub->nExpr; i++){
795           if( 0==sqlite3ExprCompare(0, p->pSub->a[i].pExpr, pExpr, -1) ){
796             iCol = i;
797             break;
798           }
799         }
800       }
801       if( iCol<0 ){
802         Expr *pDup = sqlite3ExprDup(pParse->db, pExpr, 0);
803         if( pDup && pDup->op==TK_AGG_FUNCTION ) pDup->op = TK_FUNCTION;
804         p->pSub = sqlite3ExprListAppend(pParse, p->pSub, pDup);
805       }
806       if( p->pSub ){
807         int f = pExpr->flags & EP_Collate;
808         assert( ExprHasProperty(pExpr, EP_Static)==0 );
809         ExprSetProperty(pExpr, EP_Static);
810         sqlite3ExprDelete(pParse->db, pExpr);
811         ExprClearProperty(pExpr, EP_Static);
812         memset(pExpr, 0, sizeof(Expr));
813 
814         pExpr->op = TK_COLUMN;
815         pExpr->iColumn = (iCol<0 ? p->pSub->nExpr-1: iCol);
816         pExpr->iTable = p->pWin->iEphCsr;
817         pExpr->y.pTab = p->pTab;
818         pExpr->flags = f;
819       }
820       if( pParse->db->mallocFailed ) return WRC_Abort;
821       break;
822     }
823 
824     default: /* no-op */
825       break;
826   }
827 
828   return WRC_Continue;
829 }
830 static int selectWindowRewriteSelectCb(Walker *pWalker, Select *pSelect){
831   struct WindowRewrite *p = pWalker->u.pRewrite;
832   Select *pSave = p->pSubSelect;
833   if( pSave==pSelect ){
834     return WRC_Continue;
835   }else{
836     p->pSubSelect = pSelect;
837     sqlite3WalkSelect(pWalker, pSelect);
838     p->pSubSelect = pSave;
839   }
840   return WRC_Prune;
841 }
842 
843 
844 /*
845 ** Iterate through each expression in expression-list pEList. For each:
846 **
847 **   * TK_COLUMN,
848 **   * aggregate function, or
849 **   * window function with a Window object that is not a member of the
850 **     Window list passed as the second argument (pWin).
851 **
852 ** Append the node to output expression-list (*ppSub). And replace it
853 ** with a TK_COLUMN that reads the (N-1)th element of table
854 ** pWin->iEphCsr, where N is the number of elements in (*ppSub) after
855 ** appending the new one.
856 */
857 static void selectWindowRewriteEList(
858   Parse *pParse,
859   Window *pWin,
860   SrcList *pSrc,
861   ExprList *pEList,               /* Rewrite expressions in this list */
862   Table *pTab,
863   ExprList **ppSub                /* IN/OUT: Sub-select expression-list */
864 ){
865   Walker sWalker;
866   WindowRewrite sRewrite;
867 
868   assert( pWin!=0 );
869   memset(&sWalker, 0, sizeof(Walker));
870   memset(&sRewrite, 0, sizeof(WindowRewrite));
871 
872   sRewrite.pSub = *ppSub;
873   sRewrite.pWin = pWin;
874   sRewrite.pSrc = pSrc;
875   sRewrite.pTab = pTab;
876 
877   sWalker.pParse = pParse;
878   sWalker.xExprCallback = selectWindowRewriteExprCb;
879   sWalker.xSelectCallback = selectWindowRewriteSelectCb;
880   sWalker.u.pRewrite = &sRewrite;
881 
882   (void)sqlite3WalkExprList(&sWalker, pEList);
883 
884   *ppSub = sRewrite.pSub;
885 }
886 
887 /*
888 ** Append a copy of each expression in expression-list pAppend to
889 ** expression list pList. Return a pointer to the result list.
890 */
891 static ExprList *exprListAppendList(
892   Parse *pParse,          /* Parsing context */
893   ExprList *pList,        /* List to which to append. Might be NULL */
894   ExprList *pAppend,      /* List of values to append. Might be NULL */
895   int bIntToNull
896 ){
897   if( pAppend ){
898     int i;
899     int nInit = pList ? pList->nExpr : 0;
900     for(i=0; i<pAppend->nExpr; i++){
901       sqlite3 *db = pParse->db;
902       Expr *pDup = sqlite3ExprDup(db, pAppend->a[i].pExpr, 0);
903       assert( pDup==0 || !ExprHasProperty(pDup, EP_MemToken) );
904       if( db->mallocFailed ){
905         sqlite3ExprDelete(db, pDup);
906         break;
907       }
908       if( bIntToNull ){
909         int iDummy;
910         Expr *pSub;
911         pSub = sqlite3ExprSkipCollateAndLikely(pDup);
912         if( sqlite3ExprIsInteger(pSub, &iDummy) ){
913           pSub->op = TK_NULL;
914           pSub->flags &= ~(EP_IntValue|EP_IsTrue|EP_IsFalse);
915           pSub->u.zToken = 0;
916         }
917       }
918       pList = sqlite3ExprListAppend(pParse, pList, pDup);
919       if( pList ) pList->a[nInit+i].sortFlags = pAppend->a[i].sortFlags;
920     }
921   }
922   return pList;
923 }
924 
925 /*
926 ** When rewriting a query, if the new subquery in the FROM clause
927 ** contains TK_AGG_FUNCTION nodes that refer to an outer query,
928 ** then we have to increase the Expr->op2 values of those nodes
929 ** due to the extra subquery layer that was added.
930 **
931 ** See also the incrAggDepth() routine in resolve.c
932 */
933 static int sqlite3WindowExtraAggFuncDepth(Walker *pWalker, Expr *pExpr){
934   if( pExpr->op==TK_AGG_FUNCTION
935    && pExpr->op2>=pWalker->walkerDepth
936   ){
937     pExpr->op2++;
938   }
939   return WRC_Continue;
940 }
941 
942 static int disallowAggregatesInOrderByCb(Walker *pWalker, Expr *pExpr){
943   if( pExpr->op==TK_AGG_FUNCTION && pExpr->pAggInfo==0 ){
944     assert( !ExprHasProperty(pExpr, EP_IntValue) );
945      sqlite3ErrorMsg(pWalker->pParse,
946          "misuse of aggregate: %s()", pExpr->u.zToken);
947   }
948   return WRC_Continue;
949 }
950 
951 /*
952 ** If the SELECT statement passed as the second argument does not invoke
953 ** any SQL window functions, this function is a no-op. Otherwise, it
954 ** rewrites the SELECT statement so that window function xStep functions
955 ** are invoked in the correct order as described under "SELECT REWRITING"
956 ** at the top of this file.
957 */
958 int sqlite3WindowRewrite(Parse *pParse, Select *p){
959   int rc = SQLITE_OK;
960   if( p->pWin && p->pPrior==0 && ALWAYS((p->selFlags & SF_WinRewrite)==0) ){
961     Vdbe *v = sqlite3GetVdbe(pParse);
962     sqlite3 *db = pParse->db;
963     Select *pSub = 0;             /* The subquery */
964     SrcList *pSrc = p->pSrc;
965     Expr *pWhere = p->pWhere;
966     ExprList *pGroupBy = p->pGroupBy;
967     Expr *pHaving = p->pHaving;
968     ExprList *pSort = 0;
969 
970     ExprList *pSublist = 0;       /* Expression list for sub-query */
971     Window *pMWin = p->pWin;      /* Main window object */
972     Window *pWin;                 /* Window object iterator */
973     Table *pTab;
974     Walker w;
975 
976     u32 selFlags = p->selFlags;
977 
978     pTab = sqlite3DbMallocZero(db, sizeof(Table));
979     if( pTab==0 ){
980       return sqlite3ErrorToParser(db, SQLITE_NOMEM);
981     }
982     sqlite3AggInfoPersistWalkerInit(&w, pParse);
983     sqlite3WalkSelect(&w, p);
984     if( (p->selFlags & SF_Aggregate)==0 ){
985       w.xExprCallback = disallowAggregatesInOrderByCb;
986       w.xSelectCallback = 0;
987       sqlite3WalkExprList(&w, p->pOrderBy);
988     }
989 
990     p->pSrc = 0;
991     p->pWhere = 0;
992     p->pGroupBy = 0;
993     p->pHaving = 0;
994     p->selFlags &= ~SF_Aggregate;
995     p->selFlags |= SF_WinRewrite;
996 
997     /* Create the ORDER BY clause for the sub-select. This is the concatenation
998     ** of the window PARTITION and ORDER BY clauses. Then, if this makes it
999     ** redundant, remove the ORDER BY from the parent SELECT.  */
1000     pSort = exprListAppendList(pParse, 0, pMWin->pPartition, 1);
1001     pSort = exprListAppendList(pParse, pSort, pMWin->pOrderBy, 1);
1002     if( pSort && p->pOrderBy && p->pOrderBy->nExpr<=pSort->nExpr ){
1003       int nSave = pSort->nExpr;
1004       pSort->nExpr = p->pOrderBy->nExpr;
1005       if( sqlite3ExprListCompare(pSort, p->pOrderBy, -1)==0 ){
1006         sqlite3ExprListDelete(db, p->pOrderBy);
1007         p->pOrderBy = 0;
1008       }
1009       pSort->nExpr = nSave;
1010     }
1011 
1012     /* Assign a cursor number for the ephemeral table used to buffer rows.
1013     ** The OpenEphemeral instruction is coded later, after it is known how
1014     ** many columns the table will have.  */
1015     pMWin->iEphCsr = pParse->nTab++;
1016     pParse->nTab += 3;
1017 
1018     selectWindowRewriteEList(pParse, pMWin, pSrc, p->pEList, pTab, &pSublist);
1019     selectWindowRewriteEList(pParse, pMWin, pSrc, p->pOrderBy, pTab, &pSublist);
1020     pMWin->nBufferCol = (pSublist ? pSublist->nExpr : 0);
1021 
1022     /* Append the PARTITION BY and ORDER BY expressions to the to the
1023     ** sub-select expression list. They are required to figure out where
1024     ** boundaries for partitions and sets of peer rows lie.  */
1025     pSublist = exprListAppendList(pParse, pSublist, pMWin->pPartition, 0);
1026     pSublist = exprListAppendList(pParse, pSublist, pMWin->pOrderBy, 0);
1027 
1028     /* Append the arguments passed to each window function to the
1029     ** sub-select expression list. Also allocate two registers for each
1030     ** window function - one for the accumulator, another for interim
1031     ** results.  */
1032     for(pWin=pMWin; pWin; pWin=pWin->pNextWin){
1033       ExprList *pArgs;
1034       assert( ExprUseXList(pWin->pOwner) );
1035       pArgs = pWin->pOwner->x.pList;
1036       if( pWin->pFunc->funcFlags & SQLITE_FUNC_SUBTYPE ){
1037         selectWindowRewriteEList(pParse, pMWin, pSrc, pArgs, pTab, &pSublist);
1038         pWin->iArgCol = (pSublist ? pSublist->nExpr : 0);
1039         pWin->bExprArgs = 1;
1040       }else{
1041         pWin->iArgCol = (pSublist ? pSublist->nExpr : 0);
1042         pSublist = exprListAppendList(pParse, pSublist, pArgs, 0);
1043       }
1044       if( pWin->pFilter ){
1045         Expr *pFilter = sqlite3ExprDup(db, pWin->pFilter, 0);
1046         pSublist = sqlite3ExprListAppend(pParse, pSublist, pFilter);
1047       }
1048       pWin->regAccum = ++pParse->nMem;
1049       pWin->regResult = ++pParse->nMem;
1050       sqlite3VdbeAddOp2(v, OP_Null, 0, pWin->regAccum);
1051     }
1052 
1053     /* If there is no ORDER BY or PARTITION BY clause, and the window
1054     ** function accepts zero arguments, and there are no other columns
1055     ** selected (e.g. "SELECT row_number() OVER () FROM t1"), it is possible
1056     ** that pSublist is still NULL here. Add a constant expression here to
1057     ** keep everything legal in this case.
1058     */
1059     if( pSublist==0 ){
1060       pSublist = sqlite3ExprListAppend(pParse, 0,
1061         sqlite3Expr(db, TK_INTEGER, "0")
1062       );
1063     }
1064 
1065     pSub = sqlite3SelectNew(
1066         pParse, pSublist, pSrc, pWhere, pGroupBy, pHaving, pSort, 0, 0
1067     );
1068     SELECTTRACE(1,pParse,pSub,
1069        ("New window-function subquery in FROM clause of (%u/%p)\n",
1070        p->selId, p));
1071     p->pSrc = sqlite3SrcListAppend(pParse, 0, 0, 0);
1072     assert( pSub!=0 || p->pSrc==0 ); /* Due to db->mallocFailed test inside
1073                                      ** of sqlite3DbMallocRawNN() called from
1074                                      ** sqlite3SrcListAppend() */
1075     if( p->pSrc ){
1076       Table *pTab2;
1077       p->pSrc->a[0].pSelect = pSub;
1078       sqlite3SrcListAssignCursors(pParse, p->pSrc);
1079       pSub->selFlags |= SF_Expanded|SF_OrderByReqd;
1080       pTab2 = sqlite3ResultSetOfSelect(pParse, pSub, SQLITE_AFF_NONE);
1081       pSub->selFlags |= (selFlags & SF_Aggregate);
1082       if( pTab2==0 ){
1083         /* Might actually be some other kind of error, but in that case
1084         ** pParse->nErr will be set, so if SQLITE_NOMEM is set, we will get
1085         ** the correct error message regardless. */
1086         rc = SQLITE_NOMEM;
1087       }else{
1088         memcpy(pTab, pTab2, sizeof(Table));
1089         pTab->tabFlags |= TF_Ephemeral;
1090         p->pSrc->a[0].pTab = pTab;
1091         pTab = pTab2;
1092         memset(&w, 0, sizeof(w));
1093         w.xExprCallback = sqlite3WindowExtraAggFuncDepth;
1094         w.xSelectCallback = sqlite3WalkerDepthIncrease;
1095         w.xSelectCallback2 = sqlite3WalkerDepthDecrease;
1096         sqlite3WalkSelect(&w, pSub);
1097       }
1098     }else{
1099       sqlite3SelectDelete(db, pSub);
1100     }
1101     if( db->mallocFailed ) rc = SQLITE_NOMEM;
1102     sqlite3DbFree(db, pTab);
1103   }
1104 
1105   if( rc ){
1106     if( pParse->nErr==0 ){
1107       assert( pParse->db->mallocFailed );
1108       sqlite3ErrorToParser(pParse->db, SQLITE_NOMEM);
1109     }
1110   }
1111   return rc;
1112 }
1113 
1114 /*
1115 ** Unlink the Window object from the Select to which it is attached,
1116 ** if it is attached.
1117 */
1118 void sqlite3WindowUnlinkFromSelect(Window *p){
1119   if( p->ppThis ){
1120     *p->ppThis = p->pNextWin;
1121     if( p->pNextWin ) p->pNextWin->ppThis = p->ppThis;
1122     p->ppThis = 0;
1123   }
1124 }
1125 
1126 /*
1127 ** Free the Window object passed as the second argument.
1128 */
1129 void sqlite3WindowDelete(sqlite3 *db, Window *p){
1130   if( p ){
1131     sqlite3WindowUnlinkFromSelect(p);
1132     sqlite3ExprDelete(db, p->pFilter);
1133     sqlite3ExprListDelete(db, p->pPartition);
1134     sqlite3ExprListDelete(db, p->pOrderBy);
1135     sqlite3ExprDelete(db, p->pEnd);
1136     sqlite3ExprDelete(db, p->pStart);
1137     sqlite3DbFree(db, p->zName);
1138     sqlite3DbFree(db, p->zBase);
1139     sqlite3DbFree(db, p);
1140   }
1141 }
1142 
1143 /*
1144 ** Free the linked list of Window objects starting at the second argument.
1145 */
1146 void sqlite3WindowListDelete(sqlite3 *db, Window *p){
1147   while( p ){
1148     Window *pNext = p->pNextWin;
1149     sqlite3WindowDelete(db, p);
1150     p = pNext;
1151   }
1152 }
1153 
1154 /*
1155 ** The argument expression is an PRECEDING or FOLLOWING offset.  The
1156 ** value should be a non-negative integer.  If the value is not a
1157 ** constant, change it to NULL.  The fact that it is then a non-negative
1158 ** integer will be caught later.  But it is important not to leave
1159 ** variable values in the expression tree.
1160 */
1161 static Expr *sqlite3WindowOffsetExpr(Parse *pParse, Expr *pExpr){
1162   if( 0==sqlite3ExprIsConstant(pExpr) ){
1163     if( IN_RENAME_OBJECT ) sqlite3RenameExprUnmap(pParse, pExpr);
1164     sqlite3ExprDelete(pParse->db, pExpr);
1165     pExpr = sqlite3ExprAlloc(pParse->db, TK_NULL, 0, 0);
1166   }
1167   return pExpr;
1168 }
1169 
1170 /*
1171 ** Allocate and return a new Window object describing a Window Definition.
1172 */
1173 Window *sqlite3WindowAlloc(
1174   Parse *pParse,    /* Parsing context */
1175   int eType,        /* Frame type. TK_RANGE, TK_ROWS, TK_GROUPS, or 0 */
1176   int eStart,       /* Start type: CURRENT, PRECEDING, FOLLOWING, UNBOUNDED */
1177   Expr *pStart,     /* Start window size if TK_PRECEDING or FOLLOWING */
1178   int eEnd,         /* End type: CURRENT, FOLLOWING, TK_UNBOUNDED, PRECEDING */
1179   Expr *pEnd,       /* End window size if TK_FOLLOWING or PRECEDING */
1180   u8 eExclude       /* EXCLUDE clause */
1181 ){
1182   Window *pWin = 0;
1183   int bImplicitFrame = 0;
1184 
1185   /* Parser assures the following: */
1186   assert( eType==0 || eType==TK_RANGE || eType==TK_ROWS || eType==TK_GROUPS );
1187   assert( eStart==TK_CURRENT || eStart==TK_PRECEDING
1188            || eStart==TK_UNBOUNDED || eStart==TK_FOLLOWING );
1189   assert( eEnd==TK_CURRENT || eEnd==TK_FOLLOWING
1190            || eEnd==TK_UNBOUNDED || eEnd==TK_PRECEDING );
1191   assert( (eStart==TK_PRECEDING || eStart==TK_FOLLOWING)==(pStart!=0) );
1192   assert( (eEnd==TK_FOLLOWING || eEnd==TK_PRECEDING)==(pEnd!=0) );
1193 
1194   if( eType==0 ){
1195     bImplicitFrame = 1;
1196     eType = TK_RANGE;
1197   }
1198 
1199   /* Additionally, the
1200   ** starting boundary type may not occur earlier in the following list than
1201   ** the ending boundary type:
1202   **
1203   **   UNBOUNDED PRECEDING
1204   **   <expr> PRECEDING
1205   **   CURRENT ROW
1206   **   <expr> FOLLOWING
1207   **   UNBOUNDED FOLLOWING
1208   **
1209   ** The parser ensures that "UNBOUNDED PRECEDING" cannot be used as an ending
1210   ** boundary, and than "UNBOUNDED FOLLOWING" cannot be used as a starting
1211   ** frame boundary.
1212   */
1213   if( (eStart==TK_CURRENT && eEnd==TK_PRECEDING)
1214    || (eStart==TK_FOLLOWING && (eEnd==TK_PRECEDING || eEnd==TK_CURRENT))
1215   ){
1216     sqlite3ErrorMsg(pParse, "unsupported frame specification");
1217     goto windowAllocErr;
1218   }
1219 
1220   pWin = (Window*)sqlite3DbMallocZero(pParse->db, sizeof(Window));
1221   if( pWin==0 ) goto windowAllocErr;
1222   pWin->eFrmType = eType;
1223   pWin->eStart = eStart;
1224   pWin->eEnd = eEnd;
1225   if( eExclude==0 && OptimizationDisabled(pParse->db, SQLITE_WindowFunc) ){
1226     eExclude = TK_NO;
1227   }
1228   pWin->eExclude = eExclude;
1229   pWin->bImplicitFrame = bImplicitFrame;
1230   pWin->pEnd = sqlite3WindowOffsetExpr(pParse, pEnd);
1231   pWin->pStart = sqlite3WindowOffsetExpr(pParse, pStart);
1232   return pWin;
1233 
1234 windowAllocErr:
1235   sqlite3ExprDelete(pParse->db, pEnd);
1236   sqlite3ExprDelete(pParse->db, pStart);
1237   return 0;
1238 }
1239 
1240 /*
1241 ** Attach PARTITION and ORDER BY clauses pPartition and pOrderBy to window
1242 ** pWin. Also, if parameter pBase is not NULL, set pWin->zBase to the
1243 ** equivalent nul-terminated string.
1244 */
1245 Window *sqlite3WindowAssemble(
1246   Parse *pParse,
1247   Window *pWin,
1248   ExprList *pPartition,
1249   ExprList *pOrderBy,
1250   Token *pBase
1251 ){
1252   if( pWin ){
1253     pWin->pPartition = pPartition;
1254     pWin->pOrderBy = pOrderBy;
1255     if( pBase ){
1256       pWin->zBase = sqlite3DbStrNDup(pParse->db, pBase->z, pBase->n);
1257     }
1258   }else{
1259     sqlite3ExprListDelete(pParse->db, pPartition);
1260     sqlite3ExprListDelete(pParse->db, pOrderBy);
1261   }
1262   return pWin;
1263 }
1264 
1265 /*
1266 ** Window *pWin has just been created from a WINDOW clause. Tokne pBase
1267 ** is the base window. Earlier windows from the same WINDOW clause are
1268 ** stored in the linked list starting at pWin->pNextWin. This function
1269 ** either updates *pWin according to the base specification, or else
1270 ** leaves an error in pParse.
1271 */
1272 void sqlite3WindowChain(Parse *pParse, Window *pWin, Window *pList){
1273   if( pWin->zBase ){
1274     sqlite3 *db = pParse->db;
1275     Window *pExist = windowFind(pParse, pList, pWin->zBase);
1276     if( pExist ){
1277       const char *zErr = 0;
1278       /* Check for errors */
1279       if( pWin->pPartition ){
1280         zErr = "PARTITION clause";
1281       }else if( pExist->pOrderBy && pWin->pOrderBy ){
1282         zErr = "ORDER BY clause";
1283       }else if( pExist->bImplicitFrame==0 ){
1284         zErr = "frame specification";
1285       }
1286       if( zErr ){
1287         sqlite3ErrorMsg(pParse,
1288             "cannot override %s of window: %s", zErr, pWin->zBase
1289         );
1290       }else{
1291         pWin->pPartition = sqlite3ExprListDup(db, pExist->pPartition, 0);
1292         if( pExist->pOrderBy ){
1293           assert( pWin->pOrderBy==0 );
1294           pWin->pOrderBy = sqlite3ExprListDup(db, pExist->pOrderBy, 0);
1295         }
1296         sqlite3DbFree(db, pWin->zBase);
1297         pWin->zBase = 0;
1298       }
1299     }
1300   }
1301 }
1302 
1303 /*
1304 ** Attach window object pWin to expression p.
1305 */
1306 void sqlite3WindowAttach(Parse *pParse, Expr *p, Window *pWin){
1307   if( p ){
1308     assert( p->op==TK_FUNCTION );
1309     assert( pWin );
1310     p->y.pWin = pWin;
1311     ExprSetProperty(p, EP_WinFunc);
1312     pWin->pOwner = p;
1313     if( (p->flags & EP_Distinct) && pWin->eFrmType!=TK_FILTER ){
1314       sqlite3ErrorMsg(pParse,
1315           "DISTINCT is not supported for window functions"
1316       );
1317     }
1318   }else{
1319     sqlite3WindowDelete(pParse->db, pWin);
1320   }
1321 }
1322 
1323 /*
1324 ** Possibly link window pWin into the list at pSel->pWin (window functions
1325 ** to be processed as part of SELECT statement pSel). The window is linked
1326 ** in if either (a) there are no other windows already linked to this
1327 ** SELECT, or (b) the windows already linked use a compatible window frame.
1328 */
1329 void sqlite3WindowLink(Select *pSel, Window *pWin){
1330   if( pSel ){
1331     if( 0==pSel->pWin || 0==sqlite3WindowCompare(0, pSel->pWin, pWin, 0) ){
1332       pWin->pNextWin = pSel->pWin;
1333       if( pSel->pWin ){
1334         pSel->pWin->ppThis = &pWin->pNextWin;
1335       }
1336       pSel->pWin = pWin;
1337       pWin->ppThis = &pSel->pWin;
1338     }else{
1339       if( sqlite3ExprListCompare(pWin->pPartition, pSel->pWin->pPartition,-1) ){
1340         pSel->selFlags |= SF_MultiPart;
1341       }
1342     }
1343   }
1344 }
1345 
1346 /*
1347 ** Return 0 if the two window objects are identical, 1 if they are
1348 ** different, or 2 if it cannot be determined if the objects are identical
1349 ** or not. Identical window objects can be processed in a single scan.
1350 */
1351 int sqlite3WindowCompare(
1352   const Parse *pParse,
1353   const Window *p1,
1354   const Window *p2,
1355   int bFilter
1356 ){
1357   int res;
1358   if( NEVER(p1==0) || NEVER(p2==0) ) return 1;
1359   if( p1->eFrmType!=p2->eFrmType ) return 1;
1360   if( p1->eStart!=p2->eStart ) return 1;
1361   if( p1->eEnd!=p2->eEnd ) return 1;
1362   if( p1->eExclude!=p2->eExclude ) return 1;
1363   if( sqlite3ExprCompare(pParse, p1->pStart, p2->pStart, -1) ) return 1;
1364   if( sqlite3ExprCompare(pParse, p1->pEnd, p2->pEnd, -1) ) return 1;
1365   if( (res = sqlite3ExprListCompare(p1->pPartition, p2->pPartition, -1)) ){
1366     return res;
1367   }
1368   if( (res = sqlite3ExprListCompare(p1->pOrderBy, p2->pOrderBy, -1)) ){
1369     return res;
1370   }
1371   if( bFilter ){
1372     if( (res = sqlite3ExprCompare(pParse, p1->pFilter, p2->pFilter, -1)) ){
1373       return res;
1374     }
1375   }
1376   return 0;
1377 }
1378 
1379 
1380 /*
1381 ** This is called by code in select.c before it calls sqlite3WhereBegin()
1382 ** to begin iterating through the sub-query results. It is used to allocate
1383 ** and initialize registers and cursors used by sqlite3WindowCodeStep().
1384 */
1385 void sqlite3WindowCodeInit(Parse *pParse, Select *pSelect){
1386   int nEphExpr = pSelect->pSrc->a[0].pSelect->pEList->nExpr;
1387   Window *pMWin = pSelect->pWin;
1388   Window *pWin;
1389   Vdbe *v = sqlite3GetVdbe(pParse);
1390 
1391   sqlite3VdbeAddOp2(v, OP_OpenEphemeral, pMWin->iEphCsr, nEphExpr);
1392   sqlite3VdbeAddOp2(v, OP_OpenDup, pMWin->iEphCsr+1, pMWin->iEphCsr);
1393   sqlite3VdbeAddOp2(v, OP_OpenDup, pMWin->iEphCsr+2, pMWin->iEphCsr);
1394   sqlite3VdbeAddOp2(v, OP_OpenDup, pMWin->iEphCsr+3, pMWin->iEphCsr);
1395 
1396   /* Allocate registers to use for PARTITION BY values, if any. Initialize
1397   ** said registers to NULL.  */
1398   if( pMWin->pPartition ){
1399     int nExpr = pMWin->pPartition->nExpr;
1400     pMWin->regPart = pParse->nMem+1;
1401     pParse->nMem += nExpr;
1402     sqlite3VdbeAddOp3(v, OP_Null, 0, pMWin->regPart, pMWin->regPart+nExpr-1);
1403   }
1404 
1405   pMWin->regOne = ++pParse->nMem;
1406   sqlite3VdbeAddOp2(v, OP_Integer, 1, pMWin->regOne);
1407 
1408   if( pMWin->eExclude ){
1409     pMWin->regStartRowid = ++pParse->nMem;
1410     pMWin->regEndRowid = ++pParse->nMem;
1411     pMWin->csrApp = pParse->nTab++;
1412     sqlite3VdbeAddOp2(v, OP_Integer, 1, pMWin->regStartRowid);
1413     sqlite3VdbeAddOp2(v, OP_Integer, 0, pMWin->regEndRowid);
1414     sqlite3VdbeAddOp2(v, OP_OpenDup, pMWin->csrApp, pMWin->iEphCsr);
1415     return;
1416   }
1417 
1418   for(pWin=pMWin; pWin; pWin=pWin->pNextWin){
1419     FuncDef *p = pWin->pFunc;
1420     if( (p->funcFlags & SQLITE_FUNC_MINMAX) && pWin->eStart!=TK_UNBOUNDED ){
1421       /* The inline versions of min() and max() require a single ephemeral
1422       ** table and 3 registers. The registers are used as follows:
1423       **
1424       **   regApp+0: slot to copy min()/max() argument to for MakeRecord
1425       **   regApp+1: integer value used to ensure keys are unique
1426       **   regApp+2: output of MakeRecord
1427       */
1428       ExprList *pList;
1429       KeyInfo *pKeyInfo;
1430       assert( ExprUseXList(pWin->pOwner) );
1431       pList = pWin->pOwner->x.pList;
1432       pKeyInfo = sqlite3KeyInfoFromExprList(pParse, pList, 0, 0);
1433       pWin->csrApp = pParse->nTab++;
1434       pWin->regApp = pParse->nMem+1;
1435       pParse->nMem += 3;
1436       if( pKeyInfo && pWin->pFunc->zName[1]=='i' ){
1437         assert( pKeyInfo->aSortFlags[0]==0 );
1438         pKeyInfo->aSortFlags[0] = KEYINFO_ORDER_DESC;
1439       }
1440       sqlite3VdbeAddOp2(v, OP_OpenEphemeral, pWin->csrApp, 2);
1441       sqlite3VdbeAppendP4(v, pKeyInfo, P4_KEYINFO);
1442       sqlite3VdbeAddOp2(v, OP_Integer, 0, pWin->regApp+1);
1443     }
1444     else if( p->zName==nth_valueName || p->zName==first_valueName ){
1445       /* Allocate two registers at pWin->regApp. These will be used to
1446       ** store the start and end index of the current frame.  */
1447       pWin->regApp = pParse->nMem+1;
1448       pWin->csrApp = pParse->nTab++;
1449       pParse->nMem += 2;
1450       sqlite3VdbeAddOp2(v, OP_OpenDup, pWin->csrApp, pMWin->iEphCsr);
1451     }
1452     else if( p->zName==leadName || p->zName==lagName ){
1453       pWin->csrApp = pParse->nTab++;
1454       sqlite3VdbeAddOp2(v, OP_OpenDup, pWin->csrApp, pMWin->iEphCsr);
1455     }
1456   }
1457 }
1458 
1459 #define WINDOW_STARTING_INT  0
1460 #define WINDOW_ENDING_INT    1
1461 #define WINDOW_NTH_VALUE_INT 2
1462 #define WINDOW_STARTING_NUM  3
1463 #define WINDOW_ENDING_NUM    4
1464 
1465 /*
1466 ** A "PRECEDING <expr>" (eCond==0) or "FOLLOWING <expr>" (eCond==1) or the
1467 ** value of the second argument to nth_value() (eCond==2) has just been
1468 ** evaluated and the result left in register reg. This function generates VM
1469 ** code to check that the value is a non-negative integer and throws an
1470 ** exception if it is not.
1471 */
1472 static void windowCheckValue(Parse *pParse, int reg, int eCond){
1473   static const char *azErr[] = {
1474     "frame starting offset must be a non-negative integer",
1475     "frame ending offset must be a non-negative integer",
1476     "second argument to nth_value must be a positive integer",
1477     "frame starting offset must be a non-negative number",
1478     "frame ending offset must be a non-negative number",
1479   };
1480   static int aOp[] = { OP_Ge, OP_Ge, OP_Gt, OP_Ge, OP_Ge };
1481   Vdbe *v = sqlite3GetVdbe(pParse);
1482   int regZero = sqlite3GetTempReg(pParse);
1483   assert( eCond>=0 && eCond<ArraySize(azErr) );
1484   sqlite3VdbeAddOp2(v, OP_Integer, 0, regZero);
1485   if( eCond>=WINDOW_STARTING_NUM ){
1486     int regString = sqlite3GetTempReg(pParse);
1487     sqlite3VdbeAddOp4(v, OP_String8, 0, regString, 0, "", P4_STATIC);
1488     sqlite3VdbeAddOp3(v, OP_Ge, regString, sqlite3VdbeCurrentAddr(v)+2, reg);
1489     sqlite3VdbeChangeP5(v, SQLITE_AFF_NUMERIC|SQLITE_JUMPIFNULL);
1490     VdbeCoverage(v);
1491     assert( eCond==3 || eCond==4 );
1492     VdbeCoverageIf(v, eCond==3);
1493     VdbeCoverageIf(v, eCond==4);
1494   }else{
1495     sqlite3VdbeAddOp2(v, OP_MustBeInt, reg, sqlite3VdbeCurrentAddr(v)+2);
1496     VdbeCoverage(v);
1497     assert( eCond==0 || eCond==1 || eCond==2 );
1498     VdbeCoverageIf(v, eCond==0);
1499     VdbeCoverageIf(v, eCond==1);
1500     VdbeCoverageIf(v, eCond==2);
1501   }
1502   sqlite3VdbeAddOp3(v, aOp[eCond], regZero, sqlite3VdbeCurrentAddr(v)+2, reg);
1503   sqlite3VdbeChangeP5(v, SQLITE_AFF_NUMERIC);
1504   VdbeCoverageNeverNullIf(v, eCond==0); /* NULL case captured by */
1505   VdbeCoverageNeverNullIf(v, eCond==1); /*   the OP_MustBeInt */
1506   VdbeCoverageNeverNullIf(v, eCond==2);
1507   VdbeCoverageNeverNullIf(v, eCond==3); /* NULL case caught by */
1508   VdbeCoverageNeverNullIf(v, eCond==4); /*   the OP_Ge */
1509   sqlite3MayAbort(pParse);
1510   sqlite3VdbeAddOp2(v, OP_Halt, SQLITE_ERROR, OE_Abort);
1511   sqlite3VdbeAppendP4(v, (void*)azErr[eCond], P4_STATIC);
1512   sqlite3ReleaseTempReg(pParse, regZero);
1513 }
1514 
1515 /*
1516 ** Return the number of arguments passed to the window-function associated
1517 ** with the object passed as the only argument to this function.
1518 */
1519 static int windowArgCount(Window *pWin){
1520   const ExprList *pList;
1521   assert( ExprUseXList(pWin->pOwner) );
1522   pList = pWin->pOwner->x.pList;
1523   return (pList ? pList->nExpr : 0);
1524 }
1525 
1526 typedef struct WindowCodeArg WindowCodeArg;
1527 typedef struct WindowCsrAndReg WindowCsrAndReg;
1528 
1529 /*
1530 ** See comments above struct WindowCodeArg.
1531 */
1532 struct WindowCsrAndReg {
1533   int csr;                        /* Cursor number */
1534   int reg;                        /* First in array of peer values */
1535 };
1536 
1537 /*
1538 ** A single instance of this structure is allocated on the stack by
1539 ** sqlite3WindowCodeStep() and a pointer to it passed to the various helper
1540 ** routines. This is to reduce the number of arguments required by each
1541 ** helper function.
1542 **
1543 ** regArg:
1544 **   Each window function requires an accumulator register (just as an
1545 **   ordinary aggregate function does). This variable is set to the first
1546 **   in an array of accumulator registers - one for each window function
1547 **   in the WindowCodeArg.pMWin list.
1548 **
1549 ** eDelete:
1550 **   The window functions implementation sometimes caches the input rows
1551 **   that it processes in a temporary table. If it is not zero, this
1552 **   variable indicates when rows may be removed from the temp table (in
1553 **   order to reduce memory requirements - it would always be safe just
1554 **   to leave them there). Possible values for eDelete are:
1555 **
1556 **      WINDOW_RETURN_ROW:
1557 **        An input row can be discarded after it is returned to the caller.
1558 **
1559 **      WINDOW_AGGINVERSE:
1560 **        An input row can be discarded after the window functions xInverse()
1561 **        callbacks have been invoked in it.
1562 **
1563 **      WINDOW_AGGSTEP:
1564 **        An input row can be discarded after the window functions xStep()
1565 **        callbacks have been invoked in it.
1566 **
1567 ** start,current,end
1568 **   Consider a window-frame similar to the following:
1569 **
1570 **     (ORDER BY a, b GROUPS BETWEEN 2 PRECEDING AND 2 FOLLOWING)
1571 **
1572 **   The windows functions implmentation caches the input rows in a temp
1573 **   table, sorted by "a, b" (it actually populates the cache lazily, and
1574 **   aggressively removes rows once they are no longer required, but that's
1575 **   a mere detail). It keeps three cursors open on the temp table. One
1576 **   (current) that points to the next row to return to the query engine
1577 **   once its window function values have been calculated. Another (end)
1578 **   points to the next row to call the xStep() method of each window function
1579 **   on (so that it is 2 groups ahead of current). And a third (start) that
1580 **   points to the next row to call the xInverse() method of each window
1581 **   function on.
1582 **
1583 **   Each cursor (start, current and end) consists of a VDBE cursor
1584 **   (WindowCsrAndReg.csr) and an array of registers (starting at
1585 **   WindowCodeArg.reg) that always contains a copy of the peer values
1586 **   read from the corresponding cursor.
1587 **
1588 **   Depending on the window-frame in question, all three cursors may not
1589 **   be required. In this case both WindowCodeArg.csr and reg are set to
1590 **   0.
1591 */
1592 struct WindowCodeArg {
1593   Parse *pParse;             /* Parse context */
1594   Window *pMWin;             /* First in list of functions being processed */
1595   Vdbe *pVdbe;               /* VDBE object */
1596   int addrGosub;             /* OP_Gosub to this address to return one row */
1597   int regGosub;              /* Register used with OP_Gosub(addrGosub) */
1598   int regArg;                /* First in array of accumulator registers */
1599   int eDelete;               /* See above */
1600   int regRowid;
1601 
1602   WindowCsrAndReg start;
1603   WindowCsrAndReg current;
1604   WindowCsrAndReg end;
1605 };
1606 
1607 /*
1608 ** Generate VM code to read the window frames peer values from cursor csr into
1609 ** an array of registers starting at reg.
1610 */
1611 static void windowReadPeerValues(
1612   WindowCodeArg *p,
1613   int csr,
1614   int reg
1615 ){
1616   Window *pMWin = p->pMWin;
1617   ExprList *pOrderBy = pMWin->pOrderBy;
1618   if( pOrderBy ){
1619     Vdbe *v = sqlite3GetVdbe(p->pParse);
1620     ExprList *pPart = pMWin->pPartition;
1621     int iColOff = pMWin->nBufferCol + (pPart ? pPart->nExpr : 0);
1622     int i;
1623     for(i=0; i<pOrderBy->nExpr; i++){
1624       sqlite3VdbeAddOp3(v, OP_Column, csr, iColOff+i, reg+i);
1625     }
1626   }
1627 }
1628 
1629 /*
1630 ** Generate VM code to invoke either xStep() (if bInverse is 0) or
1631 ** xInverse (if bInverse is non-zero) for each window function in the
1632 ** linked list starting at pMWin. Or, for built-in window functions
1633 ** that do not use the standard function API, generate the required
1634 ** inline VM code.
1635 **
1636 ** If argument csr is greater than or equal to 0, then argument reg is
1637 ** the first register in an array of registers guaranteed to be large
1638 ** enough to hold the array of arguments for each function. In this case
1639 ** the arguments are extracted from the current row of csr into the
1640 ** array of registers before invoking OP_AggStep or OP_AggInverse
1641 **
1642 ** Or, if csr is less than zero, then the array of registers at reg is
1643 ** already populated with all columns from the current row of the sub-query.
1644 **
1645 ** If argument regPartSize is non-zero, then it is a register containing the
1646 ** number of rows in the current partition.
1647 */
1648 static void windowAggStep(
1649   WindowCodeArg *p,
1650   Window *pMWin,                  /* Linked list of window functions */
1651   int csr,                        /* Read arguments from this cursor */
1652   int bInverse,                   /* True to invoke xInverse instead of xStep */
1653   int reg                         /* Array of registers */
1654 ){
1655   Parse *pParse = p->pParse;
1656   Vdbe *v = sqlite3GetVdbe(pParse);
1657   Window *pWin;
1658   for(pWin=pMWin; pWin; pWin=pWin->pNextWin){
1659     FuncDef *pFunc = pWin->pFunc;
1660     int regArg;
1661     int nArg = pWin->bExprArgs ? 0 : windowArgCount(pWin);
1662     int i;
1663 
1664     assert( bInverse==0 || pWin->eStart!=TK_UNBOUNDED );
1665 
1666     /* All OVER clauses in the same window function aggregate step must
1667     ** be the same. */
1668     assert( pWin==pMWin || sqlite3WindowCompare(pParse,pWin,pMWin,0)!=1 );
1669 
1670     for(i=0; i<nArg; i++){
1671       if( i!=1 || pFunc->zName!=nth_valueName ){
1672         sqlite3VdbeAddOp3(v, OP_Column, csr, pWin->iArgCol+i, reg+i);
1673       }else{
1674         sqlite3VdbeAddOp3(v, OP_Column, pMWin->iEphCsr, pWin->iArgCol+i, reg+i);
1675       }
1676     }
1677     regArg = reg;
1678 
1679     if( pMWin->regStartRowid==0
1680      && (pFunc->funcFlags & SQLITE_FUNC_MINMAX)
1681      && (pWin->eStart!=TK_UNBOUNDED)
1682     ){
1683       int addrIsNull = sqlite3VdbeAddOp1(v, OP_IsNull, regArg);
1684       VdbeCoverage(v);
1685       if( bInverse==0 ){
1686         sqlite3VdbeAddOp2(v, OP_AddImm, pWin->regApp+1, 1);
1687         sqlite3VdbeAddOp2(v, OP_SCopy, regArg, pWin->regApp);
1688         sqlite3VdbeAddOp3(v, OP_MakeRecord, pWin->regApp, 2, pWin->regApp+2);
1689         sqlite3VdbeAddOp2(v, OP_IdxInsert, pWin->csrApp, pWin->regApp+2);
1690       }else{
1691         sqlite3VdbeAddOp4Int(v, OP_SeekGE, pWin->csrApp, 0, regArg, 1);
1692         VdbeCoverageNeverTaken(v);
1693         sqlite3VdbeAddOp1(v, OP_Delete, pWin->csrApp);
1694         sqlite3VdbeJumpHere(v, sqlite3VdbeCurrentAddr(v)-2);
1695       }
1696       sqlite3VdbeJumpHere(v, addrIsNull);
1697     }else if( pWin->regApp ){
1698       assert( pFunc->zName==nth_valueName
1699            || pFunc->zName==first_valueName
1700       );
1701       assert( bInverse==0 || bInverse==1 );
1702       sqlite3VdbeAddOp2(v, OP_AddImm, pWin->regApp+1-bInverse, 1);
1703     }else if( pFunc->xSFunc!=noopStepFunc ){
1704       int addrIf = 0;
1705       if( pWin->pFilter ){
1706         int regTmp;
1707         assert( ExprUseXList(pWin->pOwner) );
1708         assert( pWin->bExprArgs || !nArg ||nArg==pWin->pOwner->x.pList->nExpr );
1709         assert( pWin->bExprArgs || nArg  ||pWin->pOwner->x.pList==0 );
1710         regTmp = sqlite3GetTempReg(pParse);
1711         sqlite3VdbeAddOp3(v, OP_Column, csr, pWin->iArgCol+nArg,regTmp);
1712         addrIf = sqlite3VdbeAddOp3(v, OP_IfNot, regTmp, 0, 1);
1713         VdbeCoverage(v);
1714         sqlite3ReleaseTempReg(pParse, regTmp);
1715       }
1716 
1717       if( pWin->bExprArgs ){
1718         int iOp = sqlite3VdbeCurrentAddr(v);
1719         int iEnd;
1720 
1721         assert( ExprUseXList(pWin->pOwner) );
1722         nArg = pWin->pOwner->x.pList->nExpr;
1723         regArg = sqlite3GetTempRange(pParse, nArg);
1724         sqlite3ExprCodeExprList(pParse, pWin->pOwner->x.pList, regArg, 0, 0);
1725 
1726         for(iEnd=sqlite3VdbeCurrentAddr(v); iOp<iEnd; iOp++){
1727           VdbeOp *pOp = sqlite3VdbeGetOp(v, iOp);
1728           if( pOp->opcode==OP_Column && pOp->p1==pWin->iEphCsr ){
1729             pOp->p1 = csr;
1730           }
1731         }
1732       }
1733       if( pFunc->funcFlags & SQLITE_FUNC_NEEDCOLL ){
1734         CollSeq *pColl;
1735         assert( nArg>0 );
1736         assert( ExprUseXList(pWin->pOwner) );
1737         pColl = sqlite3ExprNNCollSeq(pParse, pWin->pOwner->x.pList->a[0].pExpr);
1738         sqlite3VdbeAddOp4(v, OP_CollSeq, 0,0,0, (const char*)pColl, P4_COLLSEQ);
1739       }
1740       sqlite3VdbeAddOp3(v, bInverse? OP_AggInverse : OP_AggStep,
1741                         bInverse, regArg, pWin->regAccum);
1742       sqlite3VdbeAppendP4(v, pFunc, P4_FUNCDEF);
1743       sqlite3VdbeChangeP5(v, (u8)nArg);
1744       if( pWin->bExprArgs ){
1745         sqlite3ReleaseTempRange(pParse, regArg, nArg);
1746       }
1747       if( addrIf ) sqlite3VdbeJumpHere(v, addrIf);
1748     }
1749   }
1750 }
1751 
1752 /*
1753 ** Values that may be passed as the second argument to windowCodeOp().
1754 */
1755 #define WINDOW_RETURN_ROW 1
1756 #define WINDOW_AGGINVERSE 2
1757 #define WINDOW_AGGSTEP    3
1758 
1759 /*
1760 ** Generate VM code to invoke either xValue() (bFin==0) or xFinalize()
1761 ** (bFin==1) for each window function in the linked list starting at
1762 ** pMWin. Or, for built-in window-functions that do not use the standard
1763 ** API, generate the equivalent VM code.
1764 */
1765 static void windowAggFinal(WindowCodeArg *p, int bFin){
1766   Parse *pParse = p->pParse;
1767   Window *pMWin = p->pMWin;
1768   Vdbe *v = sqlite3GetVdbe(pParse);
1769   Window *pWin;
1770 
1771   for(pWin=pMWin; pWin; pWin=pWin->pNextWin){
1772     if( pMWin->regStartRowid==0
1773      && (pWin->pFunc->funcFlags & SQLITE_FUNC_MINMAX)
1774      && (pWin->eStart!=TK_UNBOUNDED)
1775     ){
1776       sqlite3VdbeAddOp2(v, OP_Null, 0, pWin->regResult);
1777       sqlite3VdbeAddOp1(v, OP_Last, pWin->csrApp);
1778       VdbeCoverage(v);
1779       sqlite3VdbeAddOp3(v, OP_Column, pWin->csrApp, 0, pWin->regResult);
1780       sqlite3VdbeJumpHere(v, sqlite3VdbeCurrentAddr(v)-2);
1781     }else if( pWin->regApp ){
1782       assert( pMWin->regStartRowid==0 );
1783     }else{
1784       int nArg = windowArgCount(pWin);
1785       if( bFin ){
1786         sqlite3VdbeAddOp2(v, OP_AggFinal, pWin->regAccum, nArg);
1787         sqlite3VdbeAppendP4(v, pWin->pFunc, P4_FUNCDEF);
1788         sqlite3VdbeAddOp2(v, OP_Copy, pWin->regAccum, pWin->regResult);
1789         sqlite3VdbeAddOp2(v, OP_Null, 0, pWin->regAccum);
1790       }else{
1791         sqlite3VdbeAddOp3(v, OP_AggValue,pWin->regAccum,nArg,pWin->regResult);
1792         sqlite3VdbeAppendP4(v, pWin->pFunc, P4_FUNCDEF);
1793       }
1794     }
1795   }
1796 }
1797 
1798 /*
1799 ** Generate code to calculate the current values of all window functions in the
1800 ** p->pMWin list by doing a full scan of the current window frame. Store the
1801 ** results in the Window.regResult registers, ready to return the upper
1802 ** layer.
1803 */
1804 static void windowFullScan(WindowCodeArg *p){
1805   Window *pWin;
1806   Parse *pParse = p->pParse;
1807   Window *pMWin = p->pMWin;
1808   Vdbe *v = p->pVdbe;
1809 
1810   int regCRowid = 0;              /* Current rowid value */
1811   int regCPeer = 0;               /* Current peer values */
1812   int regRowid = 0;               /* AggStep rowid value */
1813   int regPeer = 0;                /* AggStep peer values */
1814 
1815   int nPeer;
1816   int lblNext;
1817   int lblBrk;
1818   int addrNext;
1819   int csr;
1820 
1821   VdbeModuleComment((v, "windowFullScan begin"));
1822 
1823   assert( pMWin!=0 );
1824   csr = pMWin->csrApp;
1825   nPeer = (pMWin->pOrderBy ? pMWin->pOrderBy->nExpr : 0);
1826 
1827   lblNext = sqlite3VdbeMakeLabel(pParse);
1828   lblBrk = sqlite3VdbeMakeLabel(pParse);
1829 
1830   regCRowid = sqlite3GetTempReg(pParse);
1831   regRowid = sqlite3GetTempReg(pParse);
1832   if( nPeer ){
1833     regCPeer = sqlite3GetTempRange(pParse, nPeer);
1834     regPeer = sqlite3GetTempRange(pParse, nPeer);
1835   }
1836 
1837   sqlite3VdbeAddOp2(v, OP_Rowid, pMWin->iEphCsr, regCRowid);
1838   windowReadPeerValues(p, pMWin->iEphCsr, regCPeer);
1839 
1840   for(pWin=pMWin; pWin; pWin=pWin->pNextWin){
1841     sqlite3VdbeAddOp2(v, OP_Null, 0, pWin->regAccum);
1842   }
1843 
1844   sqlite3VdbeAddOp3(v, OP_SeekGE, csr, lblBrk, pMWin->regStartRowid);
1845   VdbeCoverage(v);
1846   addrNext = sqlite3VdbeCurrentAddr(v);
1847   sqlite3VdbeAddOp2(v, OP_Rowid, csr, regRowid);
1848   sqlite3VdbeAddOp3(v, OP_Gt, pMWin->regEndRowid, lblBrk, regRowid);
1849   VdbeCoverageNeverNull(v);
1850 
1851   if( pMWin->eExclude==TK_CURRENT ){
1852     sqlite3VdbeAddOp3(v, OP_Eq, regCRowid, lblNext, regRowid);
1853     VdbeCoverageNeverNull(v);
1854   }else if( pMWin->eExclude!=TK_NO ){
1855     int addr;
1856     int addrEq = 0;
1857     KeyInfo *pKeyInfo = 0;
1858 
1859     if( pMWin->pOrderBy ){
1860       pKeyInfo = sqlite3KeyInfoFromExprList(pParse, pMWin->pOrderBy, 0, 0);
1861     }
1862     if( pMWin->eExclude==TK_TIES ){
1863       addrEq = sqlite3VdbeAddOp3(v, OP_Eq, regCRowid, 0, regRowid);
1864       VdbeCoverageNeverNull(v);
1865     }
1866     if( pKeyInfo ){
1867       windowReadPeerValues(p, csr, regPeer);
1868       sqlite3VdbeAddOp3(v, OP_Compare, regPeer, regCPeer, nPeer);
1869       sqlite3VdbeAppendP4(v, (void*)pKeyInfo, P4_KEYINFO);
1870       addr = sqlite3VdbeCurrentAddr(v)+1;
1871       sqlite3VdbeAddOp3(v, OP_Jump, addr, lblNext, addr);
1872       VdbeCoverageEqNe(v);
1873     }else{
1874       sqlite3VdbeAddOp2(v, OP_Goto, 0, lblNext);
1875     }
1876     if( addrEq ) sqlite3VdbeJumpHere(v, addrEq);
1877   }
1878 
1879   windowAggStep(p, pMWin, csr, 0, p->regArg);
1880 
1881   sqlite3VdbeResolveLabel(v, lblNext);
1882   sqlite3VdbeAddOp2(v, OP_Next, csr, addrNext);
1883   VdbeCoverage(v);
1884   sqlite3VdbeJumpHere(v, addrNext-1);
1885   sqlite3VdbeJumpHere(v, addrNext+1);
1886   sqlite3ReleaseTempReg(pParse, regRowid);
1887   sqlite3ReleaseTempReg(pParse, regCRowid);
1888   if( nPeer ){
1889     sqlite3ReleaseTempRange(pParse, regPeer, nPeer);
1890     sqlite3ReleaseTempRange(pParse, regCPeer, nPeer);
1891   }
1892 
1893   windowAggFinal(p, 1);
1894   VdbeModuleComment((v, "windowFullScan end"));
1895 }
1896 
1897 /*
1898 ** Invoke the sub-routine at regGosub (generated by code in select.c) to
1899 ** return the current row of Window.iEphCsr. If all window functions are
1900 ** aggregate window functions that use the standard API, a single
1901 ** OP_Gosub instruction is all that this routine generates. Extra VM code
1902 ** for per-row processing is only generated for the following built-in window
1903 ** functions:
1904 **
1905 **   nth_value()
1906 **   first_value()
1907 **   lag()
1908 **   lead()
1909 */
1910 static void windowReturnOneRow(WindowCodeArg *p){
1911   Window *pMWin = p->pMWin;
1912   Vdbe *v = p->pVdbe;
1913 
1914   if( pMWin->regStartRowid ){
1915     windowFullScan(p);
1916   }else{
1917     Parse *pParse = p->pParse;
1918     Window *pWin;
1919 
1920     for(pWin=pMWin; pWin; pWin=pWin->pNextWin){
1921       FuncDef *pFunc = pWin->pFunc;
1922       assert( ExprUseXList(pWin->pOwner) );
1923       if( pFunc->zName==nth_valueName
1924        || pFunc->zName==first_valueName
1925       ){
1926         int csr = pWin->csrApp;
1927         int lbl = sqlite3VdbeMakeLabel(pParse);
1928         int tmpReg = sqlite3GetTempReg(pParse);
1929         sqlite3VdbeAddOp2(v, OP_Null, 0, pWin->regResult);
1930 
1931         if( pFunc->zName==nth_valueName ){
1932           sqlite3VdbeAddOp3(v, OP_Column,pMWin->iEphCsr,pWin->iArgCol+1,tmpReg);
1933           windowCheckValue(pParse, tmpReg, 2);
1934         }else{
1935           sqlite3VdbeAddOp2(v, OP_Integer, 1, tmpReg);
1936         }
1937         sqlite3VdbeAddOp3(v, OP_Add, tmpReg, pWin->regApp, tmpReg);
1938         sqlite3VdbeAddOp3(v, OP_Gt, pWin->regApp+1, lbl, tmpReg);
1939         VdbeCoverageNeverNull(v);
1940         sqlite3VdbeAddOp3(v, OP_SeekRowid, csr, 0, tmpReg);
1941         VdbeCoverageNeverTaken(v);
1942         sqlite3VdbeAddOp3(v, OP_Column, csr, pWin->iArgCol, pWin->regResult);
1943         sqlite3VdbeResolveLabel(v, lbl);
1944         sqlite3ReleaseTempReg(pParse, tmpReg);
1945       }
1946       else if( pFunc->zName==leadName || pFunc->zName==lagName ){
1947         int nArg = pWin->pOwner->x.pList->nExpr;
1948         int csr = pWin->csrApp;
1949         int lbl = sqlite3VdbeMakeLabel(pParse);
1950         int tmpReg = sqlite3GetTempReg(pParse);
1951         int iEph = pMWin->iEphCsr;
1952 
1953         if( nArg<3 ){
1954           sqlite3VdbeAddOp2(v, OP_Null, 0, pWin->regResult);
1955         }else{
1956           sqlite3VdbeAddOp3(v, OP_Column, iEph,pWin->iArgCol+2,pWin->regResult);
1957         }
1958         sqlite3VdbeAddOp2(v, OP_Rowid, iEph, tmpReg);
1959         if( nArg<2 ){
1960           int val = (pFunc->zName==leadName ? 1 : -1);
1961           sqlite3VdbeAddOp2(v, OP_AddImm, tmpReg, val);
1962         }else{
1963           int op = (pFunc->zName==leadName ? OP_Add : OP_Subtract);
1964           int tmpReg2 = sqlite3GetTempReg(pParse);
1965           sqlite3VdbeAddOp3(v, OP_Column, iEph, pWin->iArgCol+1, tmpReg2);
1966           sqlite3VdbeAddOp3(v, op, tmpReg2, tmpReg, tmpReg);
1967           sqlite3ReleaseTempReg(pParse, tmpReg2);
1968         }
1969 
1970         sqlite3VdbeAddOp3(v, OP_SeekRowid, csr, lbl, tmpReg);
1971         VdbeCoverage(v);
1972         sqlite3VdbeAddOp3(v, OP_Column, csr, pWin->iArgCol, pWin->regResult);
1973         sqlite3VdbeResolveLabel(v, lbl);
1974         sqlite3ReleaseTempReg(pParse, tmpReg);
1975       }
1976     }
1977   }
1978   sqlite3VdbeAddOp2(v, OP_Gosub, p->regGosub, p->addrGosub);
1979 }
1980 
1981 /*
1982 ** Generate code to set the accumulator register for each window function
1983 ** in the linked list passed as the second argument to NULL. And perform
1984 ** any equivalent initialization required by any built-in window functions
1985 ** in the list.
1986 */
1987 static int windowInitAccum(Parse *pParse, Window *pMWin){
1988   Vdbe *v = sqlite3GetVdbe(pParse);
1989   int regArg;
1990   int nArg = 0;
1991   Window *pWin;
1992   for(pWin=pMWin; pWin; pWin=pWin->pNextWin){
1993     FuncDef *pFunc = pWin->pFunc;
1994     assert( pWin->regAccum );
1995     sqlite3VdbeAddOp2(v, OP_Null, 0, pWin->regAccum);
1996     nArg = MAX(nArg, windowArgCount(pWin));
1997     if( pMWin->regStartRowid==0 ){
1998       if( pFunc->zName==nth_valueName || pFunc->zName==first_valueName ){
1999         sqlite3VdbeAddOp2(v, OP_Integer, 0, pWin->regApp);
2000         sqlite3VdbeAddOp2(v, OP_Integer, 0, pWin->regApp+1);
2001       }
2002 
2003       if( (pFunc->funcFlags & SQLITE_FUNC_MINMAX) && pWin->csrApp ){
2004         assert( pWin->eStart!=TK_UNBOUNDED );
2005         sqlite3VdbeAddOp1(v, OP_ResetSorter, pWin->csrApp);
2006         sqlite3VdbeAddOp2(v, OP_Integer, 0, pWin->regApp+1);
2007       }
2008     }
2009   }
2010   regArg = pParse->nMem+1;
2011   pParse->nMem += nArg;
2012   return regArg;
2013 }
2014 
2015 /*
2016 ** Return true if the current frame should be cached in the ephemeral table,
2017 ** even if there are no xInverse() calls required.
2018 */
2019 static int windowCacheFrame(Window *pMWin){
2020   Window *pWin;
2021   if( pMWin->regStartRowid ) return 1;
2022   for(pWin=pMWin; pWin; pWin=pWin->pNextWin){
2023     FuncDef *pFunc = pWin->pFunc;
2024     if( (pFunc->zName==nth_valueName)
2025      || (pFunc->zName==first_valueName)
2026      || (pFunc->zName==leadName)
2027      || (pFunc->zName==lagName)
2028     ){
2029       return 1;
2030     }
2031   }
2032   return 0;
2033 }
2034 
2035 /*
2036 ** regOld and regNew are each the first register in an array of size
2037 ** pOrderBy->nExpr. This function generates code to compare the two
2038 ** arrays of registers using the collation sequences and other comparison
2039 ** parameters specified by pOrderBy.
2040 **
2041 ** If the two arrays are not equal, the contents of regNew is copied to
2042 ** regOld and control falls through. Otherwise, if the contents of the arrays
2043 ** are equal, an OP_Goto is executed. The address of the OP_Goto is returned.
2044 */
2045 static void windowIfNewPeer(
2046   Parse *pParse,
2047   ExprList *pOrderBy,
2048   int regNew,                     /* First in array of new values */
2049   int regOld,                     /* First in array of old values */
2050   int addr                        /* Jump here */
2051 ){
2052   Vdbe *v = sqlite3GetVdbe(pParse);
2053   if( pOrderBy ){
2054     int nVal = pOrderBy->nExpr;
2055     KeyInfo *pKeyInfo = sqlite3KeyInfoFromExprList(pParse, pOrderBy, 0, 0);
2056     sqlite3VdbeAddOp3(v, OP_Compare, regOld, regNew, nVal);
2057     sqlite3VdbeAppendP4(v, (void*)pKeyInfo, P4_KEYINFO);
2058     sqlite3VdbeAddOp3(v, OP_Jump,
2059       sqlite3VdbeCurrentAddr(v)+1, addr, sqlite3VdbeCurrentAddr(v)+1
2060     );
2061     VdbeCoverageEqNe(v);
2062     sqlite3VdbeAddOp3(v, OP_Copy, regNew, regOld, nVal-1);
2063   }else{
2064     sqlite3VdbeAddOp2(v, OP_Goto, 0, addr);
2065   }
2066 }
2067 
2068 /*
2069 ** This function is called as part of generating VM programs for RANGE
2070 ** offset PRECEDING/FOLLOWING frame boundaries. Assuming "ASC" order for
2071 ** the ORDER BY term in the window, and that argument op is OP_Ge, it generates
2072 ** code equivalent to:
2073 **
2074 **   if( csr1.peerVal + regVal >= csr2.peerVal ) goto lbl;
2075 **
2076 ** The value of parameter op may also be OP_Gt or OP_Le. In these cases the
2077 ** operator in the above pseudo-code is replaced with ">" or "<=", respectively.
2078 **
2079 ** If the sort-order for the ORDER BY term in the window is DESC, then the
2080 ** comparison is reversed. Instead of adding regVal to csr1.peerVal, it is
2081 ** subtracted. And the comparison operator is inverted to - ">=" becomes "<=",
2082 ** ">" becomes "<", and so on. So, with DESC sort order, if the argument op
2083 ** is OP_Ge, the generated code is equivalent to:
2084 **
2085 **   if( csr1.peerVal - regVal <= csr2.peerVal ) goto lbl;
2086 **
2087 ** A special type of arithmetic is used such that if csr1.peerVal is not
2088 ** a numeric type (real or integer), then the result of the addition
2089 ** or subtraction is a a copy of csr1.peerVal.
2090 */
2091 static void windowCodeRangeTest(
2092   WindowCodeArg *p,
2093   int op,                         /* OP_Ge, OP_Gt, or OP_Le */
2094   int csr1,                       /* Cursor number for cursor 1 */
2095   int regVal,                     /* Register containing non-negative number */
2096   int csr2,                       /* Cursor number for cursor 2 */
2097   int lbl                         /* Jump destination if condition is true */
2098 ){
2099   Parse *pParse = p->pParse;
2100   Vdbe *v = sqlite3GetVdbe(pParse);
2101   ExprList *pOrderBy = p->pMWin->pOrderBy;  /* ORDER BY clause for window */
2102   int reg1 = sqlite3GetTempReg(pParse);     /* Reg. for csr1.peerVal+regVal */
2103   int reg2 = sqlite3GetTempReg(pParse);     /* Reg. for csr2.peerVal */
2104   int regString = ++pParse->nMem;           /* Reg. for constant value '' */
2105   int arith = OP_Add;                       /* OP_Add or OP_Subtract */
2106   int addrGe;                               /* Jump destination */
2107   int addrDone = sqlite3VdbeMakeLabel(pParse);   /* Address past OP_Ge */
2108   CollSeq *pColl;
2109 
2110   /* Read the peer-value from each cursor into a register */
2111   windowReadPeerValues(p, csr1, reg1);
2112   windowReadPeerValues(p, csr2, reg2);
2113 
2114   assert( op==OP_Ge || op==OP_Gt || op==OP_Le );
2115   assert( pOrderBy && pOrderBy->nExpr==1 );
2116   if( pOrderBy->a[0].sortFlags & KEYINFO_ORDER_DESC ){
2117     switch( op ){
2118       case OP_Ge: op = OP_Le; break;
2119       case OP_Gt: op = OP_Lt; break;
2120       default: assert( op==OP_Le ); op = OP_Ge; break;
2121     }
2122     arith = OP_Subtract;
2123   }
2124 
2125   VdbeModuleComment((v, "CodeRangeTest: if( R%d %s R%d %s R%d ) goto lbl",
2126       reg1, (arith==OP_Add ? "+" : "-"), regVal,
2127       ((op==OP_Ge) ? ">=" : (op==OP_Le) ? "<=" : (op==OP_Gt) ? ">" : "<"), reg2
2128   ));
2129 
2130   /* If the BIGNULL flag is set for the ORDER BY, then it is required to
2131   ** consider NULL values to be larger than all other values, instead of
2132   ** the usual smaller. The VDBE opcodes OP_Ge and so on do not handle this
2133   ** (and adding that capability causes a performance regression), so
2134   ** instead if the BIGNULL flag is set then cases where either reg1 or
2135   ** reg2 are NULL are handled separately in the following block. The code
2136   ** generated is equivalent to:
2137   **
2138   **   if( reg1 IS NULL ){
2139   **     if( op==OP_Ge ) goto lbl;
2140   **     if( op==OP_Gt && reg2 IS NOT NULL ) goto lbl;
2141   **     if( op==OP_Le && reg2 IS NULL ) goto lbl;
2142   **   }else if( reg2 IS NULL ){
2143   **     if( op==OP_Le ) goto lbl;
2144   **   }
2145   **
2146   ** Additionally, if either reg1 or reg2 are NULL but the jump to lbl is
2147   ** not taken, control jumps over the comparison operator coded below this
2148   ** block.  */
2149   if( pOrderBy->a[0].sortFlags & KEYINFO_ORDER_BIGNULL ){
2150     /* This block runs if reg1 contains a NULL. */
2151     int addr = sqlite3VdbeAddOp1(v, OP_NotNull, reg1); VdbeCoverage(v);
2152     switch( op ){
2153       case OP_Ge:
2154         sqlite3VdbeAddOp2(v, OP_Goto, 0, lbl);
2155         break;
2156       case OP_Gt:
2157         sqlite3VdbeAddOp2(v, OP_NotNull, reg2, lbl);
2158         VdbeCoverage(v);
2159         break;
2160       case OP_Le:
2161         sqlite3VdbeAddOp2(v, OP_IsNull, reg2, lbl);
2162         VdbeCoverage(v);
2163         break;
2164       default: assert( op==OP_Lt ); /* no-op */ break;
2165     }
2166     sqlite3VdbeAddOp2(v, OP_Goto, 0, addrDone);
2167 
2168     /* This block runs if reg1 is not NULL, but reg2 is. */
2169     sqlite3VdbeJumpHere(v, addr);
2170     sqlite3VdbeAddOp2(v, OP_IsNull, reg2, lbl); VdbeCoverage(v);
2171     if( op==OP_Gt || op==OP_Ge ){
2172       sqlite3VdbeChangeP2(v, -1, addrDone);
2173     }
2174   }
2175 
2176   /* Register reg1 currently contains csr1.peerVal (the peer-value from csr1).
2177   ** This block adds (or subtracts for DESC) the numeric value in regVal
2178   ** from it. Or, if reg1 is not numeric (it is a NULL, a text value or a blob),
2179   ** then leave reg1 as it is. In pseudo-code, this is implemented as:
2180   **
2181   **   if( reg1>='' ) goto addrGe;
2182   **   reg1 = reg1 +/- regVal
2183   **   addrGe:
2184   **
2185   ** Since all strings and blobs are greater-than-or-equal-to an empty string,
2186   ** the add/subtract is skipped for these, as required. If reg1 is a NULL,
2187   ** then the arithmetic is performed, but since adding or subtracting from
2188   ** NULL is always NULL anyway, this case is handled as required too.  */
2189   sqlite3VdbeAddOp4(v, OP_String8, 0, regString, 0, "", P4_STATIC);
2190   addrGe = sqlite3VdbeAddOp3(v, OP_Ge, regString, 0, reg1);
2191   VdbeCoverage(v);
2192   if( (op==OP_Ge && arith==OP_Add) || (op==OP_Le && arith==OP_Subtract) ){
2193     sqlite3VdbeAddOp3(v, op, reg2, lbl, reg1); VdbeCoverage(v);
2194   }
2195   sqlite3VdbeAddOp3(v, arith, regVal, reg1, reg1);
2196   sqlite3VdbeJumpHere(v, addrGe);
2197 
2198   /* Compare registers reg2 and reg1, taking the jump if required. Note that
2199   ** control skips over this test if the BIGNULL flag is set and either
2200   ** reg1 or reg2 contain a NULL value.  */
2201   sqlite3VdbeAddOp3(v, op, reg2, lbl, reg1); VdbeCoverage(v);
2202   pColl = sqlite3ExprNNCollSeq(pParse, pOrderBy->a[0].pExpr);
2203   sqlite3VdbeAppendP4(v, (void*)pColl, P4_COLLSEQ);
2204   sqlite3VdbeChangeP5(v, SQLITE_NULLEQ);
2205   sqlite3VdbeResolveLabel(v, addrDone);
2206 
2207   assert( op==OP_Ge || op==OP_Gt || op==OP_Lt || op==OP_Le );
2208   testcase(op==OP_Ge); VdbeCoverageIf(v, op==OP_Ge);
2209   testcase(op==OP_Lt); VdbeCoverageIf(v, op==OP_Lt);
2210   testcase(op==OP_Le); VdbeCoverageIf(v, op==OP_Le);
2211   testcase(op==OP_Gt); VdbeCoverageIf(v, op==OP_Gt);
2212   sqlite3ReleaseTempReg(pParse, reg1);
2213   sqlite3ReleaseTempReg(pParse, reg2);
2214 
2215   VdbeModuleComment((v, "CodeRangeTest: end"));
2216 }
2217 
2218 /*
2219 ** Helper function for sqlite3WindowCodeStep(). Each call to this function
2220 ** generates VM code for a single RETURN_ROW, AGGSTEP or AGGINVERSE
2221 ** operation. Refer to the header comment for sqlite3WindowCodeStep() for
2222 ** details.
2223 */
2224 static int windowCodeOp(
2225  WindowCodeArg *p,                /* Context object */
2226  int op,                          /* WINDOW_RETURN_ROW, AGGSTEP or AGGINVERSE */
2227  int regCountdown,                /* Register for OP_IfPos countdown */
2228  int jumpOnEof                    /* Jump here if stepped cursor reaches EOF */
2229 ){
2230   int csr, reg;
2231   Parse *pParse = p->pParse;
2232   Window *pMWin = p->pMWin;
2233   int ret = 0;
2234   Vdbe *v = p->pVdbe;
2235   int addrContinue = 0;
2236   int bPeer = (pMWin->eFrmType!=TK_ROWS);
2237 
2238   int lblDone = sqlite3VdbeMakeLabel(pParse);
2239   int addrNextRange = 0;
2240 
2241   /* Special case - WINDOW_AGGINVERSE is always a no-op if the frame
2242   ** starts with UNBOUNDED PRECEDING. */
2243   if( op==WINDOW_AGGINVERSE && pMWin->eStart==TK_UNBOUNDED ){
2244     assert( regCountdown==0 && jumpOnEof==0 );
2245     return 0;
2246   }
2247 
2248   if( regCountdown>0 ){
2249     if( pMWin->eFrmType==TK_RANGE ){
2250       addrNextRange = sqlite3VdbeCurrentAddr(v);
2251       assert( op==WINDOW_AGGINVERSE || op==WINDOW_AGGSTEP );
2252       if( op==WINDOW_AGGINVERSE ){
2253         if( pMWin->eStart==TK_FOLLOWING ){
2254           windowCodeRangeTest(
2255               p, OP_Le, p->current.csr, regCountdown, p->start.csr, lblDone
2256           );
2257         }else{
2258           windowCodeRangeTest(
2259               p, OP_Ge, p->start.csr, regCountdown, p->current.csr, lblDone
2260           );
2261         }
2262       }else{
2263         windowCodeRangeTest(
2264             p, OP_Gt, p->end.csr, regCountdown, p->current.csr, lblDone
2265         );
2266       }
2267     }else{
2268       sqlite3VdbeAddOp3(v, OP_IfPos, regCountdown, lblDone, 1);
2269       VdbeCoverage(v);
2270     }
2271   }
2272 
2273   if( op==WINDOW_RETURN_ROW && pMWin->regStartRowid==0 ){
2274     windowAggFinal(p, 0);
2275   }
2276   addrContinue = sqlite3VdbeCurrentAddr(v);
2277 
2278   /* If this is a (RANGE BETWEEN a FOLLOWING AND b FOLLOWING) or
2279   ** (RANGE BETWEEN b PRECEDING AND a PRECEDING) frame, ensure the
2280   ** start cursor does not advance past the end cursor within the
2281   ** temporary table. It otherwise might, if (a>b). Also ensure that,
2282   ** if the input cursor is still finding new rows, that the end
2283   ** cursor does not go past it to EOF. */
2284   if( pMWin->eStart==pMWin->eEnd && regCountdown
2285    && pMWin->eFrmType==TK_RANGE
2286   ){
2287     int regRowid1 = sqlite3GetTempReg(pParse);
2288     int regRowid2 = sqlite3GetTempReg(pParse);
2289     if( op==WINDOW_AGGINVERSE ){
2290       sqlite3VdbeAddOp2(v, OP_Rowid, p->start.csr, regRowid1);
2291       sqlite3VdbeAddOp2(v, OP_Rowid, p->end.csr, regRowid2);
2292       sqlite3VdbeAddOp3(v, OP_Ge, regRowid2, lblDone, regRowid1);
2293       VdbeCoverage(v);
2294     }else if( p->regRowid ){
2295       sqlite3VdbeAddOp2(v, OP_Rowid, p->end.csr, regRowid1);
2296       sqlite3VdbeAddOp3(v, OP_Ge, p->regRowid, lblDone, regRowid1);
2297       VdbeCoverageNeverNull(v);
2298     }
2299     sqlite3ReleaseTempReg(pParse, regRowid1);
2300     sqlite3ReleaseTempReg(pParse, regRowid2);
2301     assert( pMWin->eStart==TK_PRECEDING || pMWin->eStart==TK_FOLLOWING );
2302   }
2303 
2304   switch( op ){
2305     case WINDOW_RETURN_ROW:
2306       csr = p->current.csr;
2307       reg = p->current.reg;
2308       windowReturnOneRow(p);
2309       break;
2310 
2311     case WINDOW_AGGINVERSE:
2312       csr = p->start.csr;
2313       reg = p->start.reg;
2314       if( pMWin->regStartRowid ){
2315         assert( pMWin->regEndRowid );
2316         sqlite3VdbeAddOp2(v, OP_AddImm, pMWin->regStartRowid, 1);
2317       }else{
2318         windowAggStep(p, pMWin, csr, 1, p->regArg);
2319       }
2320       break;
2321 
2322     default:
2323       assert( op==WINDOW_AGGSTEP );
2324       csr = p->end.csr;
2325       reg = p->end.reg;
2326       if( pMWin->regStartRowid ){
2327         assert( pMWin->regEndRowid );
2328         sqlite3VdbeAddOp2(v, OP_AddImm, pMWin->regEndRowid, 1);
2329       }else{
2330         windowAggStep(p, pMWin, csr, 0, p->regArg);
2331       }
2332       break;
2333   }
2334 
2335   if( op==p->eDelete ){
2336     sqlite3VdbeAddOp1(v, OP_Delete, csr);
2337     sqlite3VdbeChangeP5(v, OPFLAG_SAVEPOSITION);
2338   }
2339 
2340   if( jumpOnEof ){
2341     sqlite3VdbeAddOp2(v, OP_Next, csr, sqlite3VdbeCurrentAddr(v)+2);
2342     VdbeCoverage(v);
2343     ret = sqlite3VdbeAddOp0(v, OP_Goto);
2344   }else{
2345     sqlite3VdbeAddOp2(v, OP_Next, csr, sqlite3VdbeCurrentAddr(v)+1+bPeer);
2346     VdbeCoverage(v);
2347     if( bPeer ){
2348       sqlite3VdbeAddOp2(v, OP_Goto, 0, lblDone);
2349     }
2350   }
2351 
2352   if( bPeer ){
2353     int nReg = (pMWin->pOrderBy ? pMWin->pOrderBy->nExpr : 0);
2354     int regTmp = (nReg ? sqlite3GetTempRange(pParse, nReg) : 0);
2355     windowReadPeerValues(p, csr, regTmp);
2356     windowIfNewPeer(pParse, pMWin->pOrderBy, regTmp, reg, addrContinue);
2357     sqlite3ReleaseTempRange(pParse, regTmp, nReg);
2358   }
2359 
2360   if( addrNextRange ){
2361     sqlite3VdbeAddOp2(v, OP_Goto, 0, addrNextRange);
2362   }
2363   sqlite3VdbeResolveLabel(v, lblDone);
2364   return ret;
2365 }
2366 
2367 
2368 /*
2369 ** Allocate and return a duplicate of the Window object indicated by the
2370 ** third argument. Set the Window.pOwner field of the new object to
2371 ** pOwner.
2372 */
2373 Window *sqlite3WindowDup(sqlite3 *db, Expr *pOwner, Window *p){
2374   Window *pNew = 0;
2375   if( ALWAYS(p) ){
2376     pNew = sqlite3DbMallocZero(db, sizeof(Window));
2377     if( pNew ){
2378       pNew->zName = sqlite3DbStrDup(db, p->zName);
2379       pNew->zBase = sqlite3DbStrDup(db, p->zBase);
2380       pNew->pFilter = sqlite3ExprDup(db, p->pFilter, 0);
2381       pNew->pFunc = p->pFunc;
2382       pNew->pPartition = sqlite3ExprListDup(db, p->pPartition, 0);
2383       pNew->pOrderBy = sqlite3ExprListDup(db, p->pOrderBy, 0);
2384       pNew->eFrmType = p->eFrmType;
2385       pNew->eEnd = p->eEnd;
2386       pNew->eStart = p->eStart;
2387       pNew->eExclude = p->eExclude;
2388       pNew->regResult = p->regResult;
2389       pNew->regAccum = p->regAccum;
2390       pNew->iArgCol = p->iArgCol;
2391       pNew->iEphCsr = p->iEphCsr;
2392       pNew->bExprArgs = p->bExprArgs;
2393       pNew->pStart = sqlite3ExprDup(db, p->pStart, 0);
2394       pNew->pEnd = sqlite3ExprDup(db, p->pEnd, 0);
2395       pNew->pOwner = pOwner;
2396       pNew->bImplicitFrame = p->bImplicitFrame;
2397     }
2398   }
2399   return pNew;
2400 }
2401 
2402 /*
2403 ** Return a copy of the linked list of Window objects passed as the
2404 ** second argument.
2405 */
2406 Window *sqlite3WindowListDup(sqlite3 *db, Window *p){
2407   Window *pWin;
2408   Window *pRet = 0;
2409   Window **pp = &pRet;
2410 
2411   for(pWin=p; pWin; pWin=pWin->pNextWin){
2412     *pp = sqlite3WindowDup(db, 0, pWin);
2413     if( *pp==0 ) break;
2414     pp = &((*pp)->pNextWin);
2415   }
2416 
2417   return pRet;
2418 }
2419 
2420 /*
2421 ** Return true if it can be determined at compile time that expression
2422 ** pExpr evaluates to a value that, when cast to an integer, is greater
2423 ** than zero. False otherwise.
2424 **
2425 ** If an OOM error occurs, this function sets the Parse.db.mallocFailed
2426 ** flag and returns zero.
2427 */
2428 static int windowExprGtZero(Parse *pParse, Expr *pExpr){
2429   int ret = 0;
2430   sqlite3 *db = pParse->db;
2431   sqlite3_value *pVal = 0;
2432   sqlite3ValueFromExpr(db, pExpr, db->enc, SQLITE_AFF_NUMERIC, &pVal);
2433   if( pVal && sqlite3_value_int(pVal)>0 ){
2434     ret = 1;
2435   }
2436   sqlite3ValueFree(pVal);
2437   return ret;
2438 }
2439 
2440 /*
2441 ** sqlite3WhereBegin() has already been called for the SELECT statement
2442 ** passed as the second argument when this function is invoked. It generates
2443 ** code to populate the Window.regResult register for each window function
2444 ** and invoke the sub-routine at instruction addrGosub once for each row.
2445 ** sqlite3WhereEnd() is always called before returning.
2446 **
2447 ** This function handles several different types of window frames, which
2448 ** require slightly different processing. The following pseudo code is
2449 ** used to implement window frames of the form:
2450 **
2451 **   ROWS BETWEEN <expr1> PRECEDING AND <expr2> FOLLOWING
2452 **
2453 ** Other window frame types use variants of the following:
2454 **
2455 **     ... loop started by sqlite3WhereBegin() ...
2456 **       if( new partition ){
2457 **         Gosub flush
2458 **       }
2459 **       Insert new row into eph table.
2460 **
2461 **       if( first row of partition ){
2462 **         // Rewind three cursors, all open on the eph table.
2463 **         Rewind(csrEnd);
2464 **         Rewind(csrStart);
2465 **         Rewind(csrCurrent);
2466 **
2467 **         regEnd = <expr2>          // FOLLOWING expression
2468 **         regStart = <expr1>        // PRECEDING expression
2469 **       }else{
2470 **         // First time this branch is taken, the eph table contains two
2471 **         // rows. The first row in the partition, which all three cursors
2472 **         // currently point to, and the following row.
2473 **         AGGSTEP
2474 **         if( (regEnd--)<=0 ){
2475 **           RETURN_ROW
2476 **           if( (regStart--)<=0 ){
2477 **             AGGINVERSE
2478 **           }
2479 **         }
2480 **       }
2481 **     }
2482 **     flush:
2483 **       AGGSTEP
2484 **       while( 1 ){
2485 **         RETURN ROW
2486 **         if( csrCurrent is EOF ) break;
2487 **         if( (regStart--)<=0 ){
2488 **           AggInverse(csrStart)
2489 **           Next(csrStart)
2490 **         }
2491 **       }
2492 **
2493 ** The pseudo-code above uses the following shorthand:
2494 **
2495 **   AGGSTEP:    invoke the aggregate xStep() function for each window function
2496 **               with arguments read from the current row of cursor csrEnd, then
2497 **               step cursor csrEnd forward one row (i.e. sqlite3BtreeNext()).
2498 **
2499 **   RETURN_ROW: return a row to the caller based on the contents of the
2500 **               current row of csrCurrent and the current state of all
2501 **               aggregates. Then step cursor csrCurrent forward one row.
2502 **
2503 **   AGGINVERSE: invoke the aggregate xInverse() function for each window
2504 **               functions with arguments read from the current row of cursor
2505 **               csrStart. Then step csrStart forward one row.
2506 **
2507 ** There are two other ROWS window frames that are handled significantly
2508 ** differently from the above - "BETWEEN <expr> PRECEDING AND <expr> PRECEDING"
2509 ** and "BETWEEN <expr> FOLLOWING AND <expr> FOLLOWING". These are special
2510 ** cases because they change the order in which the three cursors (csrStart,
2511 ** csrCurrent and csrEnd) iterate through the ephemeral table. Cases that
2512 ** use UNBOUNDED or CURRENT ROW are much simpler variations on one of these
2513 ** three.
2514 **
2515 **   ROWS BETWEEN <expr1> PRECEDING AND <expr2> PRECEDING
2516 **
2517 **     ... loop started by sqlite3WhereBegin() ...
2518 **       if( new partition ){
2519 **         Gosub flush
2520 **       }
2521 **       Insert new row into eph table.
2522 **       if( first row of partition ){
2523 **         Rewind(csrEnd) ; Rewind(csrStart) ; Rewind(csrCurrent)
2524 **         regEnd = <expr2>
2525 **         regStart = <expr1>
2526 **       }else{
2527 **         if( (regEnd--)<=0 ){
2528 **           AGGSTEP
2529 **         }
2530 **         RETURN_ROW
2531 **         if( (regStart--)<=0 ){
2532 **           AGGINVERSE
2533 **         }
2534 **       }
2535 **     }
2536 **     flush:
2537 **       if( (regEnd--)<=0 ){
2538 **         AGGSTEP
2539 **       }
2540 **       RETURN_ROW
2541 **
2542 **
2543 **   ROWS BETWEEN <expr1> FOLLOWING AND <expr2> FOLLOWING
2544 **
2545 **     ... loop started by sqlite3WhereBegin() ...
2546 **     if( new partition ){
2547 **       Gosub flush
2548 **     }
2549 **     Insert new row into eph table.
2550 **     if( first row of partition ){
2551 **       Rewind(csrEnd) ; Rewind(csrStart) ; Rewind(csrCurrent)
2552 **       regEnd = <expr2>
2553 **       regStart = regEnd - <expr1>
2554 **     }else{
2555 **       AGGSTEP
2556 **       if( (regEnd--)<=0 ){
2557 **         RETURN_ROW
2558 **       }
2559 **       if( (regStart--)<=0 ){
2560 **         AGGINVERSE
2561 **       }
2562 **     }
2563 **   }
2564 **   flush:
2565 **     AGGSTEP
2566 **     while( 1 ){
2567 **       if( (regEnd--)<=0 ){
2568 **         RETURN_ROW
2569 **         if( eof ) break;
2570 **       }
2571 **       if( (regStart--)<=0 ){
2572 **         AGGINVERSE
2573 **         if( eof ) break
2574 **       }
2575 **     }
2576 **     while( !eof csrCurrent ){
2577 **       RETURN_ROW
2578 **     }
2579 **
2580 ** For the most part, the patterns above are adapted to support UNBOUNDED by
2581 ** assuming that it is equivalent to "infinity PRECEDING/FOLLOWING" and
2582 ** CURRENT ROW by assuming that it is equivilent to "0 PRECEDING/FOLLOWING".
2583 ** This is optimized of course - branches that will never be taken and
2584 ** conditions that are always true are omitted from the VM code. The only
2585 ** exceptional case is:
2586 **
2587 **   ROWS BETWEEN <expr1> FOLLOWING AND UNBOUNDED FOLLOWING
2588 **
2589 **     ... loop started by sqlite3WhereBegin() ...
2590 **     if( new partition ){
2591 **       Gosub flush
2592 **     }
2593 **     Insert new row into eph table.
2594 **     if( first row of partition ){
2595 **       Rewind(csrEnd) ; Rewind(csrStart) ; Rewind(csrCurrent)
2596 **       regStart = <expr1>
2597 **     }else{
2598 **       AGGSTEP
2599 **     }
2600 **   }
2601 **   flush:
2602 **     AGGSTEP
2603 **     while( 1 ){
2604 **       if( (regStart--)<=0 ){
2605 **         AGGINVERSE
2606 **         if( eof ) break
2607 **       }
2608 **       RETURN_ROW
2609 **     }
2610 **     while( !eof csrCurrent ){
2611 **       RETURN_ROW
2612 **     }
2613 **
2614 ** Also requiring special handling are the cases:
2615 **
2616 **   ROWS BETWEEN <expr1> PRECEDING AND <expr2> PRECEDING
2617 **   ROWS BETWEEN <expr1> FOLLOWING AND <expr2> FOLLOWING
2618 **
2619 ** when (expr1 < expr2). This is detected at runtime, not by this function.
2620 ** To handle this case, the pseudo-code programs depicted above are modified
2621 ** slightly to be:
2622 **
2623 **     ... loop started by sqlite3WhereBegin() ...
2624 **     if( new partition ){
2625 **       Gosub flush
2626 **     }
2627 **     Insert new row into eph table.
2628 **     if( first row of partition ){
2629 **       Rewind(csrEnd) ; Rewind(csrStart) ; Rewind(csrCurrent)
2630 **       regEnd = <expr2>
2631 **       regStart = <expr1>
2632 **       if( regEnd < regStart ){
2633 **         RETURN_ROW
2634 **         delete eph table contents
2635 **         continue
2636 **       }
2637 **     ...
2638 **
2639 ** The new "continue" statement in the above jumps to the next iteration
2640 ** of the outer loop - the one started by sqlite3WhereBegin().
2641 **
2642 ** The various GROUPS cases are implemented using the same patterns as
2643 ** ROWS. The VM code is modified slightly so that:
2644 **
2645 **   1. The else branch in the main loop is only taken if the row just
2646 **      added to the ephemeral table is the start of a new group. In
2647 **      other words, it becomes:
2648 **
2649 **         ... loop started by sqlite3WhereBegin() ...
2650 **         if( new partition ){
2651 **           Gosub flush
2652 **         }
2653 **         Insert new row into eph table.
2654 **         if( first row of partition ){
2655 **           Rewind(csrEnd) ; Rewind(csrStart) ; Rewind(csrCurrent)
2656 **           regEnd = <expr2>
2657 **           regStart = <expr1>
2658 **         }else if( new group ){
2659 **           ...
2660 **         }
2661 **       }
2662 **
2663 **   2. Instead of processing a single row, each RETURN_ROW, AGGSTEP or
2664 **      AGGINVERSE step processes the current row of the relevant cursor and
2665 **      all subsequent rows belonging to the same group.
2666 **
2667 ** RANGE window frames are a little different again. As for GROUPS, the
2668 ** main loop runs once per group only. And RETURN_ROW, AGGSTEP and AGGINVERSE
2669 ** deal in groups instead of rows. As for ROWS and GROUPS, there are three
2670 ** basic cases:
2671 **
2672 **   RANGE BETWEEN <expr1> PRECEDING AND <expr2> FOLLOWING
2673 **
2674 **     ... loop started by sqlite3WhereBegin() ...
2675 **       if( new partition ){
2676 **         Gosub flush
2677 **       }
2678 **       Insert new row into eph table.
2679 **       if( first row of partition ){
2680 **         Rewind(csrEnd) ; Rewind(csrStart) ; Rewind(csrCurrent)
2681 **         regEnd = <expr2>
2682 **         regStart = <expr1>
2683 **       }else{
2684 **         AGGSTEP
2685 **         while( (csrCurrent.key + regEnd) < csrEnd.key ){
2686 **           RETURN_ROW
2687 **           while( csrStart.key + regStart) < csrCurrent.key ){
2688 **             AGGINVERSE
2689 **           }
2690 **         }
2691 **       }
2692 **     }
2693 **     flush:
2694 **       AGGSTEP
2695 **       while( 1 ){
2696 **         RETURN ROW
2697 **         if( csrCurrent is EOF ) break;
2698 **           while( csrStart.key + regStart) < csrCurrent.key ){
2699 **             AGGINVERSE
2700 **           }
2701 **         }
2702 **       }
2703 **
2704 ** In the above notation, "csr.key" means the current value of the ORDER BY
2705 ** expression (there is only ever 1 for a RANGE that uses an <expr> FOLLOWING
2706 ** or <expr PRECEDING) read from cursor csr.
2707 **
2708 **   RANGE BETWEEN <expr1> PRECEDING AND <expr2> PRECEDING
2709 **
2710 **     ... loop started by sqlite3WhereBegin() ...
2711 **       if( new partition ){
2712 **         Gosub flush
2713 **       }
2714 **       Insert new row into eph table.
2715 **       if( first row of partition ){
2716 **         Rewind(csrEnd) ; Rewind(csrStart) ; Rewind(csrCurrent)
2717 **         regEnd = <expr2>
2718 **         regStart = <expr1>
2719 **       }else{
2720 **         while( (csrEnd.key + regEnd) <= csrCurrent.key ){
2721 **           AGGSTEP
2722 **         }
2723 **         while( (csrStart.key + regStart) < csrCurrent.key ){
2724 **           AGGINVERSE
2725 **         }
2726 **         RETURN_ROW
2727 **       }
2728 **     }
2729 **     flush:
2730 **       while( (csrEnd.key + regEnd) <= csrCurrent.key ){
2731 **         AGGSTEP
2732 **       }
2733 **       while( (csrStart.key + regStart) < csrCurrent.key ){
2734 **         AGGINVERSE
2735 **       }
2736 **       RETURN_ROW
2737 **
2738 **   RANGE BETWEEN <expr1> FOLLOWING AND <expr2> FOLLOWING
2739 **
2740 **     ... loop started by sqlite3WhereBegin() ...
2741 **       if( new partition ){
2742 **         Gosub flush
2743 **       }
2744 **       Insert new row into eph table.
2745 **       if( first row of partition ){
2746 **         Rewind(csrEnd) ; Rewind(csrStart) ; Rewind(csrCurrent)
2747 **         regEnd = <expr2>
2748 **         regStart = <expr1>
2749 **       }else{
2750 **         AGGSTEP
2751 **         while( (csrCurrent.key + regEnd) < csrEnd.key ){
2752 **           while( (csrCurrent.key + regStart) > csrStart.key ){
2753 **             AGGINVERSE
2754 **           }
2755 **           RETURN_ROW
2756 **         }
2757 **       }
2758 **     }
2759 **     flush:
2760 **       AGGSTEP
2761 **       while( 1 ){
2762 **         while( (csrCurrent.key + regStart) > csrStart.key ){
2763 **           AGGINVERSE
2764 **           if( eof ) break "while( 1 )" loop.
2765 **         }
2766 **         RETURN_ROW
2767 **       }
2768 **       while( !eof csrCurrent ){
2769 **         RETURN_ROW
2770 **       }
2771 **
2772 ** The text above leaves out many details. Refer to the code and comments
2773 ** below for a more complete picture.
2774 */
2775 void sqlite3WindowCodeStep(
2776   Parse *pParse,                  /* Parse context */
2777   Select *p,                      /* Rewritten SELECT statement */
2778   WhereInfo *pWInfo,              /* Context returned by sqlite3WhereBegin() */
2779   int regGosub,                   /* Register for OP_Gosub */
2780   int addrGosub                   /* OP_Gosub here to return each row */
2781 ){
2782   Window *pMWin = p->pWin;
2783   ExprList *pOrderBy = pMWin->pOrderBy;
2784   Vdbe *v = sqlite3GetVdbe(pParse);
2785   int csrWrite;                   /* Cursor used to write to eph. table */
2786   int csrInput = p->pSrc->a[0].iCursor;     /* Cursor of sub-select */
2787   int nInput = p->pSrc->a[0].pTab->nCol;    /* Number of cols returned by sub */
2788   int iInput;                               /* To iterate through sub cols */
2789   int addrNe;                     /* Address of OP_Ne */
2790   int addrGosubFlush = 0;         /* Address of OP_Gosub to flush: */
2791   int addrInteger = 0;            /* Address of OP_Integer */
2792   int addrEmpty;                  /* Address of OP_Rewind in flush: */
2793   int regNew;                     /* Array of registers holding new input row */
2794   int regRecord;                  /* regNew array in record form */
2795   int regNewPeer = 0;             /* Peer values for new row (part of regNew) */
2796   int regPeer = 0;                /* Peer values for current row */
2797   int regFlushPart = 0;           /* Register for "Gosub flush_partition" */
2798   WindowCodeArg s;                /* Context object for sub-routines */
2799   int lblWhereEnd;                /* Label just before sqlite3WhereEnd() code */
2800   int regStart = 0;               /* Value of <expr> PRECEDING */
2801   int regEnd = 0;                 /* Value of <expr> FOLLOWING */
2802 
2803   assert( pMWin->eStart==TK_PRECEDING || pMWin->eStart==TK_CURRENT
2804        || pMWin->eStart==TK_FOLLOWING || pMWin->eStart==TK_UNBOUNDED
2805   );
2806   assert( pMWin->eEnd==TK_FOLLOWING || pMWin->eEnd==TK_CURRENT
2807        || pMWin->eEnd==TK_UNBOUNDED || pMWin->eEnd==TK_PRECEDING
2808   );
2809   assert( pMWin->eExclude==0 || pMWin->eExclude==TK_CURRENT
2810        || pMWin->eExclude==TK_GROUP || pMWin->eExclude==TK_TIES
2811        || pMWin->eExclude==TK_NO
2812   );
2813 
2814   lblWhereEnd = sqlite3VdbeMakeLabel(pParse);
2815 
2816   /* Fill in the context object */
2817   memset(&s, 0, sizeof(WindowCodeArg));
2818   s.pParse = pParse;
2819   s.pMWin = pMWin;
2820   s.pVdbe = v;
2821   s.regGosub = regGosub;
2822   s.addrGosub = addrGosub;
2823   s.current.csr = pMWin->iEphCsr;
2824   csrWrite = s.current.csr+1;
2825   s.start.csr = s.current.csr+2;
2826   s.end.csr = s.current.csr+3;
2827 
2828   /* Figure out when rows may be deleted from the ephemeral table. There
2829   ** are four options - they may never be deleted (eDelete==0), they may
2830   ** be deleted as soon as they are no longer part of the window frame
2831   ** (eDelete==WINDOW_AGGINVERSE), they may be deleted as after the row
2832   ** has been returned to the caller (WINDOW_RETURN_ROW), or they may
2833   ** be deleted after they enter the frame (WINDOW_AGGSTEP). */
2834   switch( pMWin->eStart ){
2835     case TK_FOLLOWING:
2836       if( pMWin->eFrmType!=TK_RANGE
2837        && windowExprGtZero(pParse, pMWin->pStart)
2838       ){
2839         s.eDelete = WINDOW_RETURN_ROW;
2840       }
2841       break;
2842     case TK_UNBOUNDED:
2843       if( windowCacheFrame(pMWin)==0 ){
2844         if( pMWin->eEnd==TK_PRECEDING ){
2845           if( pMWin->eFrmType!=TK_RANGE
2846            && windowExprGtZero(pParse, pMWin->pEnd)
2847           ){
2848             s.eDelete = WINDOW_AGGSTEP;
2849           }
2850         }else{
2851           s.eDelete = WINDOW_RETURN_ROW;
2852         }
2853       }
2854       break;
2855     default:
2856       s.eDelete = WINDOW_AGGINVERSE;
2857       break;
2858   }
2859 
2860   /* Allocate registers for the array of values from the sub-query, the
2861   ** samve values in record form, and the rowid used to insert said record
2862   ** into the ephemeral table.  */
2863   regNew = pParse->nMem+1;
2864   pParse->nMem += nInput;
2865   regRecord = ++pParse->nMem;
2866   s.regRowid = ++pParse->nMem;
2867 
2868   /* If the window frame contains an "<expr> PRECEDING" or "<expr> FOLLOWING"
2869   ** clause, allocate registers to store the results of evaluating each
2870   ** <expr>.  */
2871   if( pMWin->eStart==TK_PRECEDING || pMWin->eStart==TK_FOLLOWING ){
2872     regStart = ++pParse->nMem;
2873   }
2874   if( pMWin->eEnd==TK_PRECEDING || pMWin->eEnd==TK_FOLLOWING ){
2875     regEnd = ++pParse->nMem;
2876   }
2877 
2878   /* If this is not a "ROWS BETWEEN ..." frame, then allocate arrays of
2879   ** registers to store copies of the ORDER BY expressions (peer values)
2880   ** for the main loop, and for each cursor (start, current and end). */
2881   if( pMWin->eFrmType!=TK_ROWS ){
2882     int nPeer = (pOrderBy ? pOrderBy->nExpr : 0);
2883     regNewPeer = regNew + pMWin->nBufferCol;
2884     if( pMWin->pPartition ) regNewPeer += pMWin->pPartition->nExpr;
2885     regPeer = pParse->nMem+1;       pParse->nMem += nPeer;
2886     s.start.reg = pParse->nMem+1;   pParse->nMem += nPeer;
2887     s.current.reg = pParse->nMem+1; pParse->nMem += nPeer;
2888     s.end.reg = pParse->nMem+1;     pParse->nMem += nPeer;
2889   }
2890 
2891   /* Load the column values for the row returned by the sub-select
2892   ** into an array of registers starting at regNew. Assemble them into
2893   ** a record in register regRecord. */
2894   for(iInput=0; iInput<nInput; iInput++){
2895     sqlite3VdbeAddOp3(v, OP_Column, csrInput, iInput, regNew+iInput);
2896   }
2897   sqlite3VdbeAddOp3(v, OP_MakeRecord, regNew, nInput, regRecord);
2898 
2899   /* An input row has just been read into an array of registers starting
2900   ** at regNew. If the window has a PARTITION clause, this block generates
2901   ** VM code to check if the input row is the start of a new partition.
2902   ** If so, it does an OP_Gosub to an address to be filled in later. The
2903   ** address of the OP_Gosub is stored in local variable addrGosubFlush. */
2904   if( pMWin->pPartition ){
2905     int addr;
2906     ExprList *pPart = pMWin->pPartition;
2907     int nPart = pPart->nExpr;
2908     int regNewPart = regNew + pMWin->nBufferCol;
2909     KeyInfo *pKeyInfo = sqlite3KeyInfoFromExprList(pParse, pPart, 0, 0);
2910 
2911     regFlushPart = ++pParse->nMem;
2912     addr = sqlite3VdbeAddOp3(v, OP_Compare, regNewPart, pMWin->regPart, nPart);
2913     sqlite3VdbeAppendP4(v, (void*)pKeyInfo, P4_KEYINFO);
2914     sqlite3VdbeAddOp3(v, OP_Jump, addr+2, addr+4, addr+2);
2915     VdbeCoverageEqNe(v);
2916     addrGosubFlush = sqlite3VdbeAddOp1(v, OP_Gosub, regFlushPart);
2917     VdbeComment((v, "call flush_partition"));
2918     sqlite3VdbeAddOp3(v, OP_Copy, regNewPart, pMWin->regPart, nPart-1);
2919   }
2920 
2921   /* Insert the new row into the ephemeral table */
2922   sqlite3VdbeAddOp2(v, OP_NewRowid, csrWrite, s.regRowid);
2923   sqlite3VdbeAddOp3(v, OP_Insert, csrWrite, regRecord, s.regRowid);
2924   addrNe = sqlite3VdbeAddOp3(v, OP_Ne, pMWin->regOne, 0, s.regRowid);
2925   VdbeCoverageNeverNull(v);
2926 
2927   /* This block is run for the first row of each partition */
2928   s.regArg = windowInitAccum(pParse, pMWin);
2929 
2930   if( regStart ){
2931     sqlite3ExprCode(pParse, pMWin->pStart, regStart);
2932     windowCheckValue(pParse, regStart, 0 + (pMWin->eFrmType==TK_RANGE?3:0));
2933   }
2934   if( regEnd ){
2935     sqlite3ExprCode(pParse, pMWin->pEnd, regEnd);
2936     windowCheckValue(pParse, regEnd, 1 + (pMWin->eFrmType==TK_RANGE?3:0));
2937   }
2938 
2939   if( pMWin->eFrmType!=TK_RANGE && pMWin->eStart==pMWin->eEnd && regStart ){
2940     int op = ((pMWin->eStart==TK_FOLLOWING) ? OP_Ge : OP_Le);
2941     int addrGe = sqlite3VdbeAddOp3(v, op, regStart, 0, regEnd);
2942     VdbeCoverageNeverNullIf(v, op==OP_Ge); /* NeverNull because bound <expr> */
2943     VdbeCoverageNeverNullIf(v, op==OP_Le); /*   values previously checked */
2944     windowAggFinal(&s, 0);
2945     sqlite3VdbeAddOp2(v, OP_Rewind, s.current.csr, 1);
2946     VdbeCoverageNeverTaken(v);
2947     windowReturnOneRow(&s);
2948     sqlite3VdbeAddOp1(v, OP_ResetSorter, s.current.csr);
2949     sqlite3VdbeAddOp2(v, OP_Goto, 0, lblWhereEnd);
2950     sqlite3VdbeJumpHere(v, addrGe);
2951   }
2952   if( pMWin->eStart==TK_FOLLOWING && pMWin->eFrmType!=TK_RANGE && regEnd ){
2953     assert( pMWin->eEnd==TK_FOLLOWING );
2954     sqlite3VdbeAddOp3(v, OP_Subtract, regStart, regEnd, regStart);
2955   }
2956 
2957   if( pMWin->eStart!=TK_UNBOUNDED ){
2958     sqlite3VdbeAddOp2(v, OP_Rewind, s.start.csr, 1);
2959     VdbeCoverageNeverTaken(v);
2960   }
2961   sqlite3VdbeAddOp2(v, OP_Rewind, s.current.csr, 1);
2962   VdbeCoverageNeverTaken(v);
2963   sqlite3VdbeAddOp2(v, OP_Rewind, s.end.csr, 1);
2964   VdbeCoverageNeverTaken(v);
2965   if( regPeer && pOrderBy ){
2966     sqlite3VdbeAddOp3(v, OP_Copy, regNewPeer, regPeer, pOrderBy->nExpr-1);
2967     sqlite3VdbeAddOp3(v, OP_Copy, regPeer, s.start.reg, pOrderBy->nExpr-1);
2968     sqlite3VdbeAddOp3(v, OP_Copy, regPeer, s.current.reg, pOrderBy->nExpr-1);
2969     sqlite3VdbeAddOp3(v, OP_Copy, regPeer, s.end.reg, pOrderBy->nExpr-1);
2970   }
2971 
2972   sqlite3VdbeAddOp2(v, OP_Goto, 0, lblWhereEnd);
2973 
2974   sqlite3VdbeJumpHere(v, addrNe);
2975 
2976   /* Beginning of the block executed for the second and subsequent rows. */
2977   if( regPeer ){
2978     windowIfNewPeer(pParse, pOrderBy, regNewPeer, regPeer, lblWhereEnd);
2979   }
2980   if( pMWin->eStart==TK_FOLLOWING ){
2981     windowCodeOp(&s, WINDOW_AGGSTEP, 0, 0);
2982     if( pMWin->eEnd!=TK_UNBOUNDED ){
2983       if( pMWin->eFrmType==TK_RANGE ){
2984         int lbl = sqlite3VdbeMakeLabel(pParse);
2985         int addrNext = sqlite3VdbeCurrentAddr(v);
2986         windowCodeRangeTest(&s, OP_Ge, s.current.csr, regEnd, s.end.csr, lbl);
2987         windowCodeOp(&s, WINDOW_AGGINVERSE, regStart, 0);
2988         windowCodeOp(&s, WINDOW_RETURN_ROW, 0, 0);
2989         sqlite3VdbeAddOp2(v, OP_Goto, 0, addrNext);
2990         sqlite3VdbeResolveLabel(v, lbl);
2991       }else{
2992         windowCodeOp(&s, WINDOW_RETURN_ROW, regEnd, 0);
2993         windowCodeOp(&s, WINDOW_AGGINVERSE, regStart, 0);
2994       }
2995     }
2996   }else
2997   if( pMWin->eEnd==TK_PRECEDING ){
2998     int bRPS = (pMWin->eStart==TK_PRECEDING && pMWin->eFrmType==TK_RANGE);
2999     windowCodeOp(&s, WINDOW_AGGSTEP, regEnd, 0);
3000     if( bRPS ) windowCodeOp(&s, WINDOW_AGGINVERSE, regStart, 0);
3001     windowCodeOp(&s, WINDOW_RETURN_ROW, 0, 0);
3002     if( !bRPS ) windowCodeOp(&s, WINDOW_AGGINVERSE, regStart, 0);
3003   }else{
3004     int addr = 0;
3005     windowCodeOp(&s, WINDOW_AGGSTEP, 0, 0);
3006     if( pMWin->eEnd!=TK_UNBOUNDED ){
3007       if( pMWin->eFrmType==TK_RANGE ){
3008         int lbl = 0;
3009         addr = sqlite3VdbeCurrentAddr(v);
3010         if( regEnd ){
3011           lbl = sqlite3VdbeMakeLabel(pParse);
3012           windowCodeRangeTest(&s, OP_Ge, s.current.csr, regEnd, s.end.csr, lbl);
3013         }
3014         windowCodeOp(&s, WINDOW_RETURN_ROW, 0, 0);
3015         windowCodeOp(&s, WINDOW_AGGINVERSE, regStart, 0);
3016         if( regEnd ){
3017           sqlite3VdbeAddOp2(v, OP_Goto, 0, addr);
3018           sqlite3VdbeResolveLabel(v, lbl);
3019         }
3020       }else{
3021         if( regEnd ){
3022           addr = sqlite3VdbeAddOp3(v, OP_IfPos, regEnd, 0, 1);
3023           VdbeCoverage(v);
3024         }
3025         windowCodeOp(&s, WINDOW_RETURN_ROW, 0, 0);
3026         windowCodeOp(&s, WINDOW_AGGINVERSE, regStart, 0);
3027         if( regEnd ) sqlite3VdbeJumpHere(v, addr);
3028       }
3029     }
3030   }
3031 
3032   /* End of the main input loop */
3033   sqlite3VdbeResolveLabel(v, lblWhereEnd);
3034   sqlite3WhereEnd(pWInfo);
3035 
3036   /* Fall through */
3037   if( pMWin->pPartition ){
3038     addrInteger = sqlite3VdbeAddOp2(v, OP_Integer, 0, regFlushPart);
3039     sqlite3VdbeJumpHere(v, addrGosubFlush);
3040   }
3041 
3042   s.regRowid = 0;
3043   addrEmpty = sqlite3VdbeAddOp1(v, OP_Rewind, csrWrite);
3044   VdbeCoverage(v);
3045   if( pMWin->eEnd==TK_PRECEDING ){
3046     int bRPS = (pMWin->eStart==TK_PRECEDING && pMWin->eFrmType==TK_RANGE);
3047     windowCodeOp(&s, WINDOW_AGGSTEP, regEnd, 0);
3048     if( bRPS ) windowCodeOp(&s, WINDOW_AGGINVERSE, regStart, 0);
3049     windowCodeOp(&s, WINDOW_RETURN_ROW, 0, 0);
3050   }else if( pMWin->eStart==TK_FOLLOWING ){
3051     int addrStart;
3052     int addrBreak1;
3053     int addrBreak2;
3054     int addrBreak3;
3055     windowCodeOp(&s, WINDOW_AGGSTEP, 0, 0);
3056     if( pMWin->eFrmType==TK_RANGE ){
3057       addrStart = sqlite3VdbeCurrentAddr(v);
3058       addrBreak2 = windowCodeOp(&s, WINDOW_AGGINVERSE, regStart, 1);
3059       addrBreak1 = windowCodeOp(&s, WINDOW_RETURN_ROW, 0, 1);
3060     }else
3061     if( pMWin->eEnd==TK_UNBOUNDED ){
3062       addrStart = sqlite3VdbeCurrentAddr(v);
3063       addrBreak1 = windowCodeOp(&s, WINDOW_RETURN_ROW, regStart, 1);
3064       addrBreak2 = windowCodeOp(&s, WINDOW_AGGINVERSE, 0, 1);
3065     }else{
3066       assert( pMWin->eEnd==TK_FOLLOWING );
3067       addrStart = sqlite3VdbeCurrentAddr(v);
3068       addrBreak1 = windowCodeOp(&s, WINDOW_RETURN_ROW, regEnd, 1);
3069       addrBreak2 = windowCodeOp(&s, WINDOW_AGGINVERSE, regStart, 1);
3070     }
3071     sqlite3VdbeAddOp2(v, OP_Goto, 0, addrStart);
3072     sqlite3VdbeJumpHere(v, addrBreak2);
3073     addrStart = sqlite3VdbeCurrentAddr(v);
3074     addrBreak3 = windowCodeOp(&s, WINDOW_RETURN_ROW, 0, 1);
3075     sqlite3VdbeAddOp2(v, OP_Goto, 0, addrStart);
3076     sqlite3VdbeJumpHere(v, addrBreak1);
3077     sqlite3VdbeJumpHere(v, addrBreak3);
3078   }else{
3079     int addrBreak;
3080     int addrStart;
3081     windowCodeOp(&s, WINDOW_AGGSTEP, 0, 0);
3082     addrStart = sqlite3VdbeCurrentAddr(v);
3083     addrBreak = windowCodeOp(&s, WINDOW_RETURN_ROW, 0, 1);
3084     windowCodeOp(&s, WINDOW_AGGINVERSE, regStart, 0);
3085     sqlite3VdbeAddOp2(v, OP_Goto, 0, addrStart);
3086     sqlite3VdbeJumpHere(v, addrBreak);
3087   }
3088   sqlite3VdbeJumpHere(v, addrEmpty);
3089 
3090   sqlite3VdbeAddOp1(v, OP_ResetSorter, s.current.csr);
3091   if( pMWin->pPartition ){
3092     if( pMWin->regStartRowid ){
3093       sqlite3VdbeAddOp2(v, OP_Integer, 1, pMWin->regStartRowid);
3094       sqlite3VdbeAddOp2(v, OP_Integer, 0, pMWin->regEndRowid);
3095     }
3096     sqlite3VdbeChangeP1(v, addrInteger, sqlite3VdbeCurrentAddr(v));
3097     sqlite3VdbeAddOp1(v, OP_Return, regFlushPart);
3098   }
3099 }
3100 
3101 #endif /* SQLITE_OMIT_WINDOWFUNC */
3102