xref: /sqlite-3.40.0/src/where.c (revision b5ef728d)
1 /*
2 ** 2001 September 15
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 ** This module contains C code that generates VDBE code used to process
13 ** the WHERE clause of SQL statements.  This module is responsible for
14 ** generating the code that loops through a table looking for applicable
15 ** rows.  Indices are selected and used to speed the search when doing
16 ** so is applicable.  Because this module is responsible for selecting
17 ** indices, you might also think of this module as the "query optimizer".
18 */
19 #include "sqliteInt.h"
20 #include "whereInt.h"
21 
22 /* Forward declaration of methods */
23 static int whereLoopResize(sqlite3*, WhereLoop*, int);
24 
25 /* Test variable that can be set to enable WHERE tracing */
26 #if defined(SQLITE_TEST) || defined(SQLITE_DEBUG)
27 /***/ int sqlite3WhereTrace = 0;
28 #endif
29 
30 
31 /*
32 ** Return the estimated number of output rows from a WHERE clause
33 */
34 LogEst sqlite3WhereOutputRowCount(WhereInfo *pWInfo){
35   return pWInfo->nRowOut;
36 }
37 
38 /*
39 ** Return one of the WHERE_DISTINCT_xxxxx values to indicate how this
40 ** WHERE clause returns outputs for DISTINCT processing.
41 */
42 int sqlite3WhereIsDistinct(WhereInfo *pWInfo){
43   return pWInfo->eDistinct;
44 }
45 
46 /*
47 ** Return TRUE if the WHERE clause returns rows in ORDER BY order.
48 ** Return FALSE if the output needs to be sorted.
49 */
50 int sqlite3WhereIsOrdered(WhereInfo *pWInfo){
51   return pWInfo->nOBSat;
52 }
53 
54 /*
55 ** Return TRUE if the innermost loop of the WHERE clause implementation
56 ** returns rows in ORDER BY order for complete run of the inner loop.
57 **
58 ** Across multiple iterations of outer loops, the output rows need not be
59 ** sorted.  As long as rows are sorted for just the innermost loop, this
60 ** routine can return TRUE.
61 */
62 int sqlite3WhereOrderedInnerLoop(WhereInfo *pWInfo){
63   return pWInfo->bOrderedInnerLoop;
64 }
65 
66 /*
67 ** Return the VDBE address or label to jump to in order to continue
68 ** immediately with the next row of a WHERE clause.
69 */
70 int sqlite3WhereContinueLabel(WhereInfo *pWInfo){
71   assert( pWInfo->iContinue!=0 );
72   return pWInfo->iContinue;
73 }
74 
75 /*
76 ** Return the VDBE address or label to jump to in order to break
77 ** out of a WHERE loop.
78 */
79 int sqlite3WhereBreakLabel(WhereInfo *pWInfo){
80   return pWInfo->iBreak;
81 }
82 
83 /*
84 ** Return ONEPASS_OFF (0) if an UPDATE or DELETE statement is unable to
85 ** operate directly on the rowis returned by a WHERE clause.  Return
86 ** ONEPASS_SINGLE (1) if the statement can operation directly because only
87 ** a single row is to be changed.  Return ONEPASS_MULTI (2) if the one-pass
88 ** optimization can be used on multiple
89 **
90 ** If the ONEPASS optimization is used (if this routine returns true)
91 ** then also write the indices of open cursors used by ONEPASS
92 ** into aiCur[0] and aiCur[1].  iaCur[0] gets the cursor of the data
93 ** table and iaCur[1] gets the cursor used by an auxiliary index.
94 ** Either value may be -1, indicating that cursor is not used.
95 ** Any cursors returned will have been opened for writing.
96 **
97 ** aiCur[0] and aiCur[1] both get -1 if the where-clause logic is
98 ** unable to use the ONEPASS optimization.
99 */
100 int sqlite3WhereOkOnePass(WhereInfo *pWInfo, int *aiCur){
101   memcpy(aiCur, pWInfo->aiCurOnePass, sizeof(int)*2);
102 #ifdef WHERETRACE_ENABLED
103   if( sqlite3WhereTrace && pWInfo->eOnePass!=ONEPASS_OFF ){
104     sqlite3DebugPrintf("%s cursors: %d %d\n",
105          pWInfo->eOnePass==ONEPASS_SINGLE ? "ONEPASS_SINGLE" : "ONEPASS_MULTI",
106          aiCur[0], aiCur[1]);
107   }
108 #endif
109   return pWInfo->eOnePass;
110 }
111 
112 /*
113 ** Move the content of pSrc into pDest
114 */
115 static void whereOrMove(WhereOrSet *pDest, WhereOrSet *pSrc){
116   pDest->n = pSrc->n;
117   memcpy(pDest->a, pSrc->a, pDest->n*sizeof(pDest->a[0]));
118 }
119 
120 /*
121 ** Try to insert a new prerequisite/cost entry into the WhereOrSet pSet.
122 **
123 ** The new entry might overwrite an existing entry, or it might be
124 ** appended, or it might be discarded.  Do whatever is the right thing
125 ** so that pSet keeps the N_OR_COST best entries seen so far.
126 */
127 static int whereOrInsert(
128   WhereOrSet *pSet,      /* The WhereOrSet to be updated */
129   Bitmask prereq,        /* Prerequisites of the new entry */
130   LogEst rRun,           /* Run-cost of the new entry */
131   LogEst nOut            /* Number of outputs for the new entry */
132 ){
133   u16 i;
134   WhereOrCost *p;
135   for(i=pSet->n, p=pSet->a; i>0; i--, p++){
136     if( rRun<=p->rRun && (prereq & p->prereq)==prereq ){
137       goto whereOrInsert_done;
138     }
139     if( p->rRun<=rRun && (p->prereq & prereq)==p->prereq ){
140       return 0;
141     }
142   }
143   if( pSet->n<N_OR_COST ){
144     p = &pSet->a[pSet->n++];
145     p->nOut = nOut;
146   }else{
147     p = pSet->a;
148     for(i=1; i<pSet->n; i++){
149       if( p->rRun>pSet->a[i].rRun ) p = pSet->a + i;
150     }
151     if( p->rRun<=rRun ) return 0;
152   }
153 whereOrInsert_done:
154   p->prereq = prereq;
155   p->rRun = rRun;
156   if( p->nOut>nOut ) p->nOut = nOut;
157   return 1;
158 }
159 
160 /*
161 ** Return the bitmask for the given cursor number.  Return 0 if
162 ** iCursor is not in the set.
163 */
164 Bitmask sqlite3WhereGetMask(WhereMaskSet *pMaskSet, int iCursor){
165   int i;
166   assert( pMaskSet->n<=(int)sizeof(Bitmask)*8 );
167   for(i=0; i<pMaskSet->n; i++){
168     if( pMaskSet->ix[i]==iCursor ){
169       return MASKBIT(i);
170     }
171   }
172   return 0;
173 }
174 
175 /*
176 ** Create a new mask for cursor iCursor.
177 **
178 ** There is one cursor per table in the FROM clause.  The number of
179 ** tables in the FROM clause is limited by a test early in the
180 ** sqlite3WhereBegin() routine.  So we know that the pMaskSet->ix[]
181 ** array will never overflow.
182 */
183 static void createMask(WhereMaskSet *pMaskSet, int iCursor){
184   assert( pMaskSet->n < ArraySize(pMaskSet->ix) );
185   pMaskSet->ix[pMaskSet->n++] = iCursor;
186 }
187 
188 /*
189 ** Advance to the next WhereTerm that matches according to the criteria
190 ** established when the pScan object was initialized by whereScanInit().
191 ** Return NULL if there are no more matching WhereTerms.
192 */
193 static WhereTerm *whereScanNext(WhereScan *pScan){
194   int iCur;            /* The cursor on the LHS of the term */
195   i16 iColumn;         /* The column on the LHS of the term.  -1 for IPK */
196   Expr *pX;            /* An expression being tested */
197   WhereClause *pWC;    /* Shorthand for pScan->pWC */
198   WhereTerm *pTerm;    /* The term being tested */
199   int k = pScan->k;    /* Where to start scanning */
200 
201   assert( pScan->iEquiv<=pScan->nEquiv );
202   pWC = pScan->pWC;
203   while(1){
204     iColumn = pScan->aiColumn[pScan->iEquiv-1];
205     iCur = pScan->aiCur[pScan->iEquiv-1];
206     assert( pWC!=0 );
207     do{
208       for(pTerm=pWC->a+k; k<pWC->nTerm; k++, pTerm++){
209         if( pTerm->leftCursor==iCur
210          && pTerm->u.leftColumn==iColumn
211          && (iColumn!=XN_EXPR
212              || sqlite3ExprCompareSkip(pTerm->pExpr->pLeft,
213                                        pScan->pIdxExpr,iCur)==0)
214          && (pScan->iEquiv<=1 || !ExprHasProperty(pTerm->pExpr, EP_FromJoin))
215         ){
216           if( (pTerm->eOperator & WO_EQUIV)!=0
217            && pScan->nEquiv<ArraySize(pScan->aiCur)
218            && (pX = sqlite3ExprSkipCollate(pTerm->pExpr->pRight))->op==TK_COLUMN
219           ){
220             int j;
221             for(j=0; j<pScan->nEquiv; j++){
222               if( pScan->aiCur[j]==pX->iTable
223                && pScan->aiColumn[j]==pX->iColumn ){
224                   break;
225               }
226             }
227             if( j==pScan->nEquiv ){
228               pScan->aiCur[j] = pX->iTable;
229               pScan->aiColumn[j] = pX->iColumn;
230               pScan->nEquiv++;
231             }
232           }
233           if( (pTerm->eOperator & pScan->opMask)!=0 ){
234             /* Verify the affinity and collating sequence match */
235             if( pScan->zCollName && (pTerm->eOperator & WO_ISNULL)==0 ){
236               CollSeq *pColl;
237               Parse *pParse = pWC->pWInfo->pParse;
238               pX = pTerm->pExpr;
239               if( !sqlite3IndexAffinityOk(pX, pScan->idxaff) ){
240                 continue;
241               }
242               assert(pX->pLeft);
243               pColl = sqlite3BinaryCompareCollSeq(pParse,
244                                                   pX->pLeft, pX->pRight);
245               if( pColl==0 ) pColl = pParse->db->pDfltColl;
246               if( sqlite3StrICmp(pColl->zName, pScan->zCollName) ){
247                 continue;
248               }
249             }
250             if( (pTerm->eOperator & (WO_EQ|WO_IS))!=0
251              && (pX = pTerm->pExpr->pRight)->op==TK_COLUMN
252              && pX->iTable==pScan->aiCur[0]
253              && pX->iColumn==pScan->aiColumn[0]
254             ){
255               testcase( pTerm->eOperator & WO_IS );
256               continue;
257             }
258             pScan->pWC = pWC;
259             pScan->k = k+1;
260             return pTerm;
261           }
262         }
263       }
264       pWC = pWC->pOuter;
265       k = 0;
266     }while( pWC!=0 );
267     if( pScan->iEquiv>=pScan->nEquiv ) break;
268     pWC = pScan->pOrigWC;
269     k = 0;
270     pScan->iEquiv++;
271   }
272   return 0;
273 }
274 
275 /*
276 ** Initialize a WHERE clause scanner object.  Return a pointer to the
277 ** first match.  Return NULL if there are no matches.
278 **
279 ** The scanner will be searching the WHERE clause pWC.  It will look
280 ** for terms of the form "X <op> <expr>" where X is column iColumn of table
281 ** iCur.   Or if pIdx!=0 then X is column iColumn of index pIdx.  pIdx
282 ** must be one of the indexes of table iCur.
283 **
284 ** The <op> must be one of the operators described by opMask.
285 **
286 ** If the search is for X and the WHERE clause contains terms of the
287 ** form X=Y then this routine might also return terms of the form
288 ** "Y <op> <expr>".  The number of levels of transitivity is limited,
289 ** but is enough to handle most commonly occurring SQL statements.
290 **
291 ** If X is not the INTEGER PRIMARY KEY then X must be compatible with
292 ** index pIdx.
293 */
294 static WhereTerm *whereScanInit(
295   WhereScan *pScan,       /* The WhereScan object being initialized */
296   WhereClause *pWC,       /* The WHERE clause to be scanned */
297   int iCur,               /* Cursor to scan for */
298   int iColumn,            /* Column to scan for */
299   u32 opMask,             /* Operator(s) to scan for */
300   Index *pIdx             /* Must be compatible with this index */
301 ){
302   pScan->pOrigWC = pWC;
303   pScan->pWC = pWC;
304   pScan->pIdxExpr = 0;
305   pScan->idxaff = 0;
306   pScan->zCollName = 0;
307   if( pIdx ){
308     int j = iColumn;
309     iColumn = pIdx->aiColumn[j];
310     if( iColumn==XN_EXPR ){
311       pScan->pIdxExpr = pIdx->aColExpr->a[j].pExpr;
312       pScan->zCollName = pIdx->azColl[j];
313     }else if( iColumn==pIdx->pTable->iPKey ){
314       iColumn = XN_ROWID;
315     }else if( iColumn>=0 ){
316       pScan->idxaff = pIdx->pTable->aCol[iColumn].affinity;
317       pScan->zCollName = pIdx->azColl[j];
318     }
319   }else if( iColumn==XN_EXPR ){
320     return 0;
321   }
322   pScan->opMask = opMask;
323   pScan->k = 0;
324   pScan->aiCur[0] = iCur;
325   pScan->aiColumn[0] = iColumn;
326   pScan->nEquiv = 1;
327   pScan->iEquiv = 1;
328   return whereScanNext(pScan);
329 }
330 
331 /*
332 ** Search for a term in the WHERE clause that is of the form "X <op> <expr>"
333 ** where X is a reference to the iColumn of table iCur or of index pIdx
334 ** if pIdx!=0 and <op> is one of the WO_xx operator codes specified by
335 ** the op parameter.  Return a pointer to the term.  Return 0 if not found.
336 **
337 ** If pIdx!=0 then it must be one of the indexes of table iCur.
338 ** Search for terms matching the iColumn-th column of pIdx
339 ** rather than the iColumn-th column of table iCur.
340 **
341 ** The term returned might by Y=<expr> if there is another constraint in
342 ** the WHERE clause that specifies that X=Y.  Any such constraints will be
343 ** identified by the WO_EQUIV bit in the pTerm->eOperator field.  The
344 ** aiCur[]/iaColumn[] arrays hold X and all its equivalents. There are 11
345 ** slots in aiCur[]/aiColumn[] so that means we can look for X plus up to 10
346 ** other equivalent values.  Hence a search for X will return <expr> if X=A1
347 ** and A1=A2 and A2=A3 and ... and A9=A10 and A10=<expr>.
348 **
349 ** If there are multiple terms in the WHERE clause of the form "X <op> <expr>"
350 ** then try for the one with no dependencies on <expr> - in other words where
351 ** <expr> is a constant expression of some kind.  Only return entries of
352 ** the form "X <op> Y" where Y is a column in another table if no terms of
353 ** the form "X <op> <const-expr>" exist.   If no terms with a constant RHS
354 ** exist, try to return a term that does not use WO_EQUIV.
355 */
356 WhereTerm *sqlite3WhereFindTerm(
357   WhereClause *pWC,     /* The WHERE clause to be searched */
358   int iCur,             /* Cursor number of LHS */
359   int iColumn,          /* Column number of LHS */
360   Bitmask notReady,     /* RHS must not overlap with this mask */
361   u32 op,               /* Mask of WO_xx values describing operator */
362   Index *pIdx           /* Must be compatible with this index, if not NULL */
363 ){
364   WhereTerm *pResult = 0;
365   WhereTerm *p;
366   WhereScan scan;
367 
368   p = whereScanInit(&scan, pWC, iCur, iColumn, op, pIdx);
369   op &= WO_EQ|WO_IS;
370   while( p ){
371     if( (p->prereqRight & notReady)==0 ){
372       if( p->prereqRight==0 && (p->eOperator&op)!=0 ){
373         testcase( p->eOperator & WO_IS );
374         return p;
375       }
376       if( pResult==0 ) pResult = p;
377     }
378     p = whereScanNext(&scan);
379   }
380   return pResult;
381 }
382 
383 /*
384 ** This function searches pList for an entry that matches the iCol-th column
385 ** of index pIdx.
386 **
387 ** If such an expression is found, its index in pList->a[] is returned. If
388 ** no expression is found, -1 is returned.
389 */
390 static int findIndexCol(
391   Parse *pParse,                  /* Parse context */
392   ExprList *pList,                /* Expression list to search */
393   int iBase,                      /* Cursor for table associated with pIdx */
394   Index *pIdx,                    /* Index to match column of */
395   int iCol                        /* Column of index to match */
396 ){
397   int i;
398   const char *zColl = pIdx->azColl[iCol];
399 
400   for(i=0; i<pList->nExpr; i++){
401     Expr *p = sqlite3ExprSkipCollate(pList->a[i].pExpr);
402     if( p->op==TK_COLUMN
403      && p->iColumn==pIdx->aiColumn[iCol]
404      && p->iTable==iBase
405     ){
406       CollSeq *pColl = sqlite3ExprNNCollSeq(pParse, pList->a[i].pExpr);
407       if( 0==sqlite3StrICmp(pColl->zName, zColl) ){
408         return i;
409       }
410     }
411   }
412 
413   return -1;
414 }
415 
416 /*
417 ** Return TRUE if the iCol-th column of index pIdx is NOT NULL
418 */
419 static int indexColumnNotNull(Index *pIdx, int iCol){
420   int j;
421   assert( pIdx!=0 );
422   assert( iCol>=0 && iCol<pIdx->nColumn );
423   j = pIdx->aiColumn[iCol];
424   if( j>=0 ){
425     return pIdx->pTable->aCol[j].notNull;
426   }else if( j==(-1) ){
427     return 1;
428   }else{
429     assert( j==(-2) );
430     return 0;  /* Assume an indexed expression can always yield a NULL */
431 
432   }
433 }
434 
435 /*
436 ** Return true if the DISTINCT expression-list passed as the third argument
437 ** is redundant.
438 **
439 ** A DISTINCT list is redundant if any subset of the columns in the
440 ** DISTINCT list are collectively unique and individually non-null.
441 */
442 static int isDistinctRedundant(
443   Parse *pParse,            /* Parsing context */
444   SrcList *pTabList,        /* The FROM clause */
445   WhereClause *pWC,         /* The WHERE clause */
446   ExprList *pDistinct       /* The result set that needs to be DISTINCT */
447 ){
448   Table *pTab;
449   Index *pIdx;
450   int i;
451   int iBase;
452 
453   /* If there is more than one table or sub-select in the FROM clause of
454   ** this query, then it will not be possible to show that the DISTINCT
455   ** clause is redundant. */
456   if( pTabList->nSrc!=1 ) return 0;
457   iBase = pTabList->a[0].iCursor;
458   pTab = pTabList->a[0].pTab;
459 
460   /* If any of the expressions is an IPK column on table iBase, then return
461   ** true. Note: The (p->iTable==iBase) part of this test may be false if the
462   ** current SELECT is a correlated sub-query.
463   */
464   for(i=0; i<pDistinct->nExpr; i++){
465     Expr *p = sqlite3ExprSkipCollate(pDistinct->a[i].pExpr);
466     if( p->op==TK_COLUMN && p->iTable==iBase && p->iColumn<0 ) return 1;
467   }
468 
469   /* Loop through all indices on the table, checking each to see if it makes
470   ** the DISTINCT qualifier redundant. It does so if:
471   **
472   **   1. The index is itself UNIQUE, and
473   **
474   **   2. All of the columns in the index are either part of the pDistinct
475   **      list, or else the WHERE clause contains a term of the form "col=X",
476   **      where X is a constant value. The collation sequences of the
477   **      comparison and select-list expressions must match those of the index.
478   **
479   **   3. All of those index columns for which the WHERE clause does not
480   **      contain a "col=X" term are subject to a NOT NULL constraint.
481   */
482   for(pIdx=pTab->pIndex; pIdx; pIdx=pIdx->pNext){
483     if( !IsUniqueIndex(pIdx) ) continue;
484     for(i=0; i<pIdx->nKeyCol; i++){
485       if( 0==sqlite3WhereFindTerm(pWC, iBase, i, ~(Bitmask)0, WO_EQ, pIdx) ){
486         if( findIndexCol(pParse, pDistinct, iBase, pIdx, i)<0 ) break;
487         if( indexColumnNotNull(pIdx, i)==0 ) break;
488       }
489     }
490     if( i==pIdx->nKeyCol ){
491       /* This index implies that the DISTINCT qualifier is redundant. */
492       return 1;
493     }
494   }
495 
496   return 0;
497 }
498 
499 
500 /*
501 ** Estimate the logarithm of the input value to base 2.
502 */
503 static LogEst estLog(LogEst N){
504   return N<=10 ? 0 : sqlite3LogEst(N) - 33;
505 }
506 
507 /*
508 ** Convert OP_Column opcodes to OP_Copy in previously generated code.
509 **
510 ** This routine runs over generated VDBE code and translates OP_Column
511 ** opcodes into OP_Copy when the table is being accessed via co-routine
512 ** instead of via table lookup.
513 **
514 ** If the bIncrRowid parameter is 0, then any OP_Rowid instructions on
515 ** cursor iTabCur are transformed into OP_Null. Or, if bIncrRowid is non-zero,
516 ** then each OP_Rowid is transformed into an instruction to increment the
517 ** value stored in its output register.
518 */
519 static void translateColumnToCopy(
520   Parse *pParse,      /* Parsing context */
521   int iStart,         /* Translate from this opcode to the end */
522   int iTabCur,        /* OP_Column/OP_Rowid references to this table */
523   int iRegister,      /* The first column is in this register */
524   int bIncrRowid      /* If non-zero, transform OP_rowid to OP_AddImm(1) */
525 ){
526   Vdbe *v = pParse->pVdbe;
527   VdbeOp *pOp = sqlite3VdbeGetOp(v, iStart);
528   int iEnd = sqlite3VdbeCurrentAddr(v);
529   if( pParse->db->mallocFailed ) return;
530   for(; iStart<iEnd; iStart++, pOp++){
531     if( pOp->p1!=iTabCur ) continue;
532     if( pOp->opcode==OP_Column ){
533       pOp->opcode = OP_Copy;
534       pOp->p1 = pOp->p2 + iRegister;
535       pOp->p2 = pOp->p3;
536       pOp->p3 = 0;
537     }else if( pOp->opcode==OP_Rowid ){
538       if( bIncrRowid ){
539         /* Increment the value stored in the P2 operand of the OP_Rowid. */
540         pOp->opcode = OP_AddImm;
541         pOp->p1 = pOp->p2;
542         pOp->p2 = 1;
543       }else{
544         pOp->opcode = OP_Null;
545         pOp->p1 = 0;
546         pOp->p3 = 0;
547       }
548     }
549   }
550 }
551 
552 /*
553 ** Two routines for printing the content of an sqlite3_index_info
554 ** structure.  Used for testing and debugging only.  If neither
555 ** SQLITE_TEST or SQLITE_DEBUG are defined, then these routines
556 ** are no-ops.
557 */
558 #if !defined(SQLITE_OMIT_VIRTUALTABLE) && defined(WHERETRACE_ENABLED)
559 static void TRACE_IDX_INPUTS(sqlite3_index_info *p){
560   int i;
561   if( !sqlite3WhereTrace ) return;
562   for(i=0; i<p->nConstraint; i++){
563     sqlite3DebugPrintf("  constraint[%d]: col=%d termid=%d op=%d usabled=%d\n",
564        i,
565        p->aConstraint[i].iColumn,
566        p->aConstraint[i].iTermOffset,
567        p->aConstraint[i].op,
568        p->aConstraint[i].usable);
569   }
570   for(i=0; i<p->nOrderBy; i++){
571     sqlite3DebugPrintf("  orderby[%d]: col=%d desc=%d\n",
572        i,
573        p->aOrderBy[i].iColumn,
574        p->aOrderBy[i].desc);
575   }
576 }
577 static void TRACE_IDX_OUTPUTS(sqlite3_index_info *p){
578   int i;
579   if( !sqlite3WhereTrace ) return;
580   for(i=0; i<p->nConstraint; i++){
581     sqlite3DebugPrintf("  usage[%d]: argvIdx=%d omit=%d\n",
582        i,
583        p->aConstraintUsage[i].argvIndex,
584        p->aConstraintUsage[i].omit);
585   }
586   sqlite3DebugPrintf("  idxNum=%d\n", p->idxNum);
587   sqlite3DebugPrintf("  idxStr=%s\n", p->idxStr);
588   sqlite3DebugPrintf("  orderByConsumed=%d\n", p->orderByConsumed);
589   sqlite3DebugPrintf("  estimatedCost=%g\n", p->estimatedCost);
590   sqlite3DebugPrintf("  estimatedRows=%lld\n", p->estimatedRows);
591 }
592 #else
593 #define TRACE_IDX_INPUTS(A)
594 #define TRACE_IDX_OUTPUTS(A)
595 #endif
596 
597 #ifndef SQLITE_OMIT_AUTOMATIC_INDEX
598 /*
599 ** Return TRUE if the WHERE clause term pTerm is of a form where it
600 ** could be used with an index to access pSrc, assuming an appropriate
601 ** index existed.
602 */
603 static int termCanDriveIndex(
604   WhereTerm *pTerm,              /* WHERE clause term to check */
605   struct SrcList_item *pSrc,     /* Table we are trying to access */
606   Bitmask notReady               /* Tables in outer loops of the join */
607 ){
608   char aff;
609   if( pTerm->leftCursor!=pSrc->iCursor ) return 0;
610   if( (pTerm->eOperator & (WO_EQ|WO_IS))==0 ) return 0;
611   if( (pSrc->fg.jointype & JT_LEFT)
612    && !ExprHasProperty(pTerm->pExpr, EP_FromJoin)
613    && (pTerm->eOperator & WO_IS)
614   ){
615     /* Cannot use an IS term from the WHERE clause as an index driver for
616     ** the RHS of a LEFT JOIN. Such a term can only be used if it is from
617     ** the ON clause.  */
618     return 0;
619   }
620   if( (pTerm->prereqRight & notReady)!=0 ) return 0;
621   if( pTerm->u.leftColumn<0 ) return 0;
622   aff = pSrc->pTab->aCol[pTerm->u.leftColumn].affinity;
623   if( !sqlite3IndexAffinityOk(pTerm->pExpr, aff) ) return 0;
624   testcase( pTerm->pExpr->op==TK_IS );
625   return 1;
626 }
627 #endif
628 
629 
630 #ifndef SQLITE_OMIT_AUTOMATIC_INDEX
631 /*
632 ** Generate code to construct the Index object for an automatic index
633 ** and to set up the WhereLevel object pLevel so that the code generator
634 ** makes use of the automatic index.
635 */
636 static void constructAutomaticIndex(
637   Parse *pParse,              /* The parsing context */
638   WhereClause *pWC,           /* The WHERE clause */
639   struct SrcList_item *pSrc,  /* The FROM clause term to get the next index */
640   Bitmask notReady,           /* Mask of cursors that are not available */
641   WhereLevel *pLevel          /* Write new index here */
642 ){
643   int nKeyCol;                /* Number of columns in the constructed index */
644   WhereTerm *pTerm;           /* A single term of the WHERE clause */
645   WhereTerm *pWCEnd;          /* End of pWC->a[] */
646   Index *pIdx;                /* Object describing the transient index */
647   Vdbe *v;                    /* Prepared statement under construction */
648   int addrInit;               /* Address of the initialization bypass jump */
649   Table *pTable;              /* The table being indexed */
650   int addrTop;                /* Top of the index fill loop */
651   int regRecord;              /* Register holding an index record */
652   int n;                      /* Column counter */
653   int i;                      /* Loop counter */
654   int mxBitCol;               /* Maximum column in pSrc->colUsed */
655   CollSeq *pColl;             /* Collating sequence to on a column */
656   WhereLoop *pLoop;           /* The Loop object */
657   char *zNotUsed;             /* Extra space on the end of pIdx */
658   Bitmask idxCols;            /* Bitmap of columns used for indexing */
659   Bitmask extraCols;          /* Bitmap of additional columns */
660   u8 sentWarning = 0;         /* True if a warnning has been issued */
661   Expr *pPartial = 0;         /* Partial Index Expression */
662   int iContinue = 0;          /* Jump here to skip excluded rows */
663   struct SrcList_item *pTabItem;  /* FROM clause term being indexed */
664   int addrCounter = 0;        /* Address where integer counter is initialized */
665   int regBase;                /* Array of registers where record is assembled */
666 
667   /* Generate code to skip over the creation and initialization of the
668   ** transient index on 2nd and subsequent iterations of the loop. */
669   v = pParse->pVdbe;
670   assert( v!=0 );
671   addrInit = sqlite3VdbeAddOp0(v, OP_Once); VdbeCoverage(v);
672 
673   /* Count the number of columns that will be added to the index
674   ** and used to match WHERE clause constraints */
675   nKeyCol = 0;
676   pTable = pSrc->pTab;
677   pWCEnd = &pWC->a[pWC->nTerm];
678   pLoop = pLevel->pWLoop;
679   idxCols = 0;
680   for(pTerm=pWC->a; pTerm<pWCEnd; pTerm++){
681     Expr *pExpr = pTerm->pExpr;
682     assert( !ExprHasProperty(pExpr, EP_FromJoin)    /* prereq always non-zero */
683          || pExpr->iRightJoinTable!=pSrc->iCursor   /*   for the right-hand   */
684          || pLoop->prereq!=0 );                     /*   table of a LEFT JOIN */
685     if( pLoop->prereq==0
686      && (pTerm->wtFlags & TERM_VIRTUAL)==0
687      && !ExprHasProperty(pExpr, EP_FromJoin)
688      && sqlite3ExprIsTableConstant(pExpr, pSrc->iCursor) ){
689       pPartial = sqlite3ExprAnd(pParse->db, pPartial,
690                                 sqlite3ExprDup(pParse->db, pExpr, 0));
691     }
692     if( termCanDriveIndex(pTerm, pSrc, notReady) ){
693       int iCol = pTerm->u.leftColumn;
694       Bitmask cMask = iCol>=BMS ? MASKBIT(BMS-1) : MASKBIT(iCol);
695       testcase( iCol==BMS );
696       testcase( iCol==BMS-1 );
697       if( !sentWarning ){
698         sqlite3_log(SQLITE_WARNING_AUTOINDEX,
699             "automatic index on %s(%s)", pTable->zName,
700             pTable->aCol[iCol].zName);
701         sentWarning = 1;
702       }
703       if( (idxCols & cMask)==0 ){
704         if( whereLoopResize(pParse->db, pLoop, nKeyCol+1) ){
705           goto end_auto_index_create;
706         }
707         pLoop->aLTerm[nKeyCol++] = pTerm;
708         idxCols |= cMask;
709       }
710     }
711   }
712   assert( nKeyCol>0 );
713   pLoop->u.btree.nEq = pLoop->nLTerm = nKeyCol;
714   pLoop->wsFlags = WHERE_COLUMN_EQ | WHERE_IDX_ONLY | WHERE_INDEXED
715                      | WHERE_AUTO_INDEX;
716 
717   /* Count the number of additional columns needed to create a
718   ** covering index.  A "covering index" is an index that contains all
719   ** columns that are needed by the query.  With a covering index, the
720   ** original table never needs to be accessed.  Automatic indices must
721   ** be a covering index because the index will not be updated if the
722   ** original table changes and the index and table cannot both be used
723   ** if they go out of sync.
724   */
725   extraCols = pSrc->colUsed & (~idxCols | MASKBIT(BMS-1));
726   mxBitCol = MIN(BMS-1,pTable->nCol);
727   testcase( pTable->nCol==BMS-1 );
728   testcase( pTable->nCol==BMS-2 );
729   for(i=0; i<mxBitCol; i++){
730     if( extraCols & MASKBIT(i) ) nKeyCol++;
731   }
732   if( pSrc->colUsed & MASKBIT(BMS-1) ){
733     nKeyCol += pTable->nCol - BMS + 1;
734   }
735 
736   /* Construct the Index object to describe this index */
737   pIdx = sqlite3AllocateIndexObject(pParse->db, nKeyCol+1, 0, &zNotUsed);
738   if( pIdx==0 ) goto end_auto_index_create;
739   pLoop->u.btree.pIndex = pIdx;
740   pIdx->zName = "auto-index";
741   pIdx->pTable = pTable;
742   n = 0;
743   idxCols = 0;
744   for(pTerm=pWC->a; pTerm<pWCEnd; pTerm++){
745     if( termCanDriveIndex(pTerm, pSrc, notReady) ){
746       int iCol = pTerm->u.leftColumn;
747       Bitmask cMask = iCol>=BMS ? MASKBIT(BMS-1) : MASKBIT(iCol);
748       testcase( iCol==BMS-1 );
749       testcase( iCol==BMS );
750       if( (idxCols & cMask)==0 ){
751         Expr *pX = pTerm->pExpr;
752         idxCols |= cMask;
753         pIdx->aiColumn[n] = pTerm->u.leftColumn;
754         pColl = sqlite3BinaryCompareCollSeq(pParse, pX->pLeft, pX->pRight);
755         pIdx->azColl[n] = pColl ? pColl->zName : sqlite3StrBINARY;
756         n++;
757       }
758     }
759   }
760   assert( (u32)n==pLoop->u.btree.nEq );
761 
762   /* Add additional columns needed to make the automatic index into
763   ** a covering index */
764   for(i=0; i<mxBitCol; i++){
765     if( extraCols & MASKBIT(i) ){
766       pIdx->aiColumn[n] = i;
767       pIdx->azColl[n] = sqlite3StrBINARY;
768       n++;
769     }
770   }
771   if( pSrc->colUsed & MASKBIT(BMS-1) ){
772     for(i=BMS-1; i<pTable->nCol; i++){
773       pIdx->aiColumn[n] = i;
774       pIdx->azColl[n] = sqlite3StrBINARY;
775       n++;
776     }
777   }
778   assert( n==nKeyCol );
779   pIdx->aiColumn[n] = XN_ROWID;
780   pIdx->azColl[n] = sqlite3StrBINARY;
781 
782   /* Create the automatic index */
783   assert( pLevel->iIdxCur>=0 );
784   pLevel->iIdxCur = pParse->nTab++;
785   sqlite3VdbeAddOp2(v, OP_OpenAutoindex, pLevel->iIdxCur, nKeyCol+1);
786   sqlite3VdbeSetP4KeyInfo(pParse, pIdx);
787   VdbeComment((v, "for %s", pTable->zName));
788 
789   /* Fill the automatic index with content */
790   sqlite3ExprCachePush(pParse);
791   pTabItem = &pWC->pWInfo->pTabList->a[pLevel->iFrom];
792   if( pTabItem->fg.viaCoroutine ){
793     int regYield = pTabItem->regReturn;
794     addrCounter = sqlite3VdbeAddOp2(v, OP_Integer, 0, 0);
795     sqlite3VdbeAddOp3(v, OP_InitCoroutine, regYield, 0, pTabItem->addrFillSub);
796     addrTop =  sqlite3VdbeAddOp1(v, OP_Yield, regYield);
797     VdbeCoverage(v);
798     VdbeComment((v, "next row of \"%s\"", pTabItem->pTab->zName));
799   }else{
800     addrTop = sqlite3VdbeAddOp1(v, OP_Rewind, pLevel->iTabCur); VdbeCoverage(v);
801   }
802   if( pPartial ){
803     iContinue = sqlite3VdbeMakeLabel(v);
804     sqlite3ExprIfFalse(pParse, pPartial, iContinue, SQLITE_JUMPIFNULL);
805     pLoop->wsFlags |= WHERE_PARTIALIDX;
806   }
807   regRecord = sqlite3GetTempReg(pParse);
808   regBase = sqlite3GenerateIndexKey(
809       pParse, pIdx, pLevel->iTabCur, regRecord, 0, 0, 0, 0
810   );
811   sqlite3VdbeAddOp2(v, OP_IdxInsert, pLevel->iIdxCur, regRecord);
812   sqlite3VdbeChangeP5(v, OPFLAG_USESEEKRESULT);
813   if( pPartial ) sqlite3VdbeResolveLabel(v, iContinue);
814   if( pTabItem->fg.viaCoroutine ){
815     sqlite3VdbeChangeP2(v, addrCounter, regBase+n);
816     testcase( pParse->db->mallocFailed );
817     translateColumnToCopy(pParse, addrTop, pLevel->iTabCur,
818                           pTabItem->regResult, 1);
819     sqlite3VdbeGoto(v, addrTop);
820     pTabItem->fg.viaCoroutine = 0;
821   }else{
822     sqlite3VdbeAddOp2(v, OP_Next, pLevel->iTabCur, addrTop+1); VdbeCoverage(v);
823   }
824   sqlite3VdbeChangeP5(v, SQLITE_STMTSTATUS_AUTOINDEX);
825   sqlite3VdbeJumpHere(v, addrTop);
826   sqlite3ReleaseTempReg(pParse, regRecord);
827   sqlite3ExprCachePop(pParse);
828 
829   /* Jump here when skipping the initialization */
830   sqlite3VdbeJumpHere(v, addrInit);
831 
832 end_auto_index_create:
833   sqlite3ExprDelete(pParse->db, pPartial);
834 }
835 #endif /* SQLITE_OMIT_AUTOMATIC_INDEX */
836 
837 #ifndef SQLITE_OMIT_VIRTUALTABLE
838 /*
839 ** Allocate and populate an sqlite3_index_info structure. It is the
840 ** responsibility of the caller to eventually release the structure
841 ** by passing the pointer returned by this function to sqlite3_free().
842 */
843 static sqlite3_index_info *allocateIndexInfo(
844   Parse *pParse,
845   WhereClause *pWC,
846   Bitmask mUnusable,              /* Ignore terms with these prereqs */
847   struct SrcList_item *pSrc,
848   ExprList *pOrderBy,
849   u16 *pmNoOmit                   /* Mask of terms not to omit */
850 ){
851   int i, j;
852   int nTerm;
853   struct sqlite3_index_constraint *pIdxCons;
854   struct sqlite3_index_orderby *pIdxOrderBy;
855   struct sqlite3_index_constraint_usage *pUsage;
856   WhereTerm *pTerm;
857   int nOrderBy;
858   sqlite3_index_info *pIdxInfo;
859   u16 mNoOmit = 0;
860 
861   /* Count the number of possible WHERE clause constraints referring
862   ** to this virtual table */
863   for(i=nTerm=0, pTerm=pWC->a; i<pWC->nTerm; i++, pTerm++){
864     if( pTerm->leftCursor != pSrc->iCursor ) continue;
865     if( pTerm->prereqRight & mUnusable ) continue;
866     assert( IsPowerOfTwo(pTerm->eOperator & ~WO_EQUIV) );
867     testcase( pTerm->eOperator & WO_IN );
868     testcase( pTerm->eOperator & WO_ISNULL );
869     testcase( pTerm->eOperator & WO_IS );
870     testcase( pTerm->eOperator & WO_ALL );
871     if( (pTerm->eOperator & ~(WO_EQUIV))==0 ) continue;
872     if( pTerm->wtFlags & TERM_VNULL ) continue;
873     assert( pTerm->u.leftColumn>=(-1) );
874     nTerm++;
875   }
876 
877   /* If the ORDER BY clause contains only columns in the current
878   ** virtual table then allocate space for the aOrderBy part of
879   ** the sqlite3_index_info structure.
880   */
881   nOrderBy = 0;
882   if( pOrderBy ){
883     int n = pOrderBy->nExpr;
884     for(i=0; i<n; i++){
885       Expr *pExpr = pOrderBy->a[i].pExpr;
886       if( pExpr->op!=TK_COLUMN || pExpr->iTable!=pSrc->iCursor ) break;
887     }
888     if( i==n){
889       nOrderBy = n;
890     }
891   }
892 
893   /* Allocate the sqlite3_index_info structure
894   */
895   pIdxInfo = sqlite3DbMallocZero(pParse->db, sizeof(*pIdxInfo)
896                            + (sizeof(*pIdxCons) + sizeof(*pUsage))*nTerm
897                            + sizeof(*pIdxOrderBy)*nOrderBy );
898   if( pIdxInfo==0 ){
899     sqlite3ErrorMsg(pParse, "out of memory");
900     return 0;
901   }
902 
903   /* Initialize the structure.  The sqlite3_index_info structure contains
904   ** many fields that are declared "const" to prevent xBestIndex from
905   ** changing them.  We have to do some funky casting in order to
906   ** initialize those fields.
907   */
908   pIdxCons = (struct sqlite3_index_constraint*)&pIdxInfo[1];
909   pIdxOrderBy = (struct sqlite3_index_orderby*)&pIdxCons[nTerm];
910   pUsage = (struct sqlite3_index_constraint_usage*)&pIdxOrderBy[nOrderBy];
911   *(int*)&pIdxInfo->nConstraint = nTerm;
912   *(int*)&pIdxInfo->nOrderBy = nOrderBy;
913   *(struct sqlite3_index_constraint**)&pIdxInfo->aConstraint = pIdxCons;
914   *(struct sqlite3_index_orderby**)&pIdxInfo->aOrderBy = pIdxOrderBy;
915   *(struct sqlite3_index_constraint_usage**)&pIdxInfo->aConstraintUsage =
916                                                                    pUsage;
917 
918   for(i=j=0, pTerm=pWC->a; i<pWC->nTerm; i++, pTerm++){
919     u16 op;
920     if( pTerm->leftCursor != pSrc->iCursor ) continue;
921     if( pTerm->prereqRight & mUnusable ) continue;
922     assert( IsPowerOfTwo(pTerm->eOperator & ~WO_EQUIV) );
923     testcase( pTerm->eOperator & WO_IN );
924     testcase( pTerm->eOperator & WO_IS );
925     testcase( pTerm->eOperator & WO_ISNULL );
926     testcase( pTerm->eOperator & WO_ALL );
927     if( (pTerm->eOperator & ~(WO_EQUIV))==0 ) continue;
928     if( pTerm->wtFlags & TERM_VNULL ) continue;
929     assert( pTerm->u.leftColumn>=(-1) );
930     pIdxCons[j].iColumn = pTerm->u.leftColumn;
931     pIdxCons[j].iTermOffset = i;
932     op = pTerm->eOperator & WO_ALL;
933     if( op==WO_IN ) op = WO_EQ;
934     if( op==WO_AUX ){
935       pIdxCons[j].op = pTerm->eMatchOp;
936     }else if( op & (WO_ISNULL|WO_IS) ){
937       if( op==WO_ISNULL ){
938         pIdxCons[j].op = SQLITE_INDEX_CONSTRAINT_ISNULL;
939       }else{
940         pIdxCons[j].op = SQLITE_INDEX_CONSTRAINT_IS;
941       }
942     }else{
943       pIdxCons[j].op = (u8)op;
944       /* The direct assignment in the previous line is possible only because
945       ** the WO_ and SQLITE_INDEX_CONSTRAINT_ codes are identical.  The
946       ** following asserts verify this fact. */
947       assert( WO_EQ==SQLITE_INDEX_CONSTRAINT_EQ );
948       assert( WO_LT==SQLITE_INDEX_CONSTRAINT_LT );
949       assert( WO_LE==SQLITE_INDEX_CONSTRAINT_LE );
950       assert( WO_GT==SQLITE_INDEX_CONSTRAINT_GT );
951       assert( WO_GE==SQLITE_INDEX_CONSTRAINT_GE );
952       assert( pTerm->eOperator&(WO_IN|WO_EQ|WO_LT|WO_LE|WO_GT|WO_GE|WO_AUX) );
953 
954       if( op & (WO_LT|WO_LE|WO_GT|WO_GE)
955        && sqlite3ExprIsVector(pTerm->pExpr->pRight)
956       ){
957         if( i<16 ) mNoOmit |= (1 << i);
958         if( op==WO_LT ) pIdxCons[j].op = WO_LE;
959         if( op==WO_GT ) pIdxCons[j].op = WO_GE;
960       }
961     }
962 
963     j++;
964   }
965   for(i=0; i<nOrderBy; i++){
966     Expr *pExpr = pOrderBy->a[i].pExpr;
967     pIdxOrderBy[i].iColumn = pExpr->iColumn;
968     pIdxOrderBy[i].desc = pOrderBy->a[i].sortOrder;
969   }
970 
971   *pmNoOmit = mNoOmit;
972   return pIdxInfo;
973 }
974 
975 /*
976 ** The table object reference passed as the second argument to this function
977 ** must represent a virtual table. This function invokes the xBestIndex()
978 ** method of the virtual table with the sqlite3_index_info object that
979 ** comes in as the 3rd argument to this function.
980 **
981 ** If an error occurs, pParse is populated with an error message and a
982 ** non-zero value is returned. Otherwise, 0 is returned and the output
983 ** part of the sqlite3_index_info structure is left populated.
984 **
985 ** Whether or not an error is returned, it is the responsibility of the
986 ** caller to eventually free p->idxStr if p->needToFreeIdxStr indicates
987 ** that this is required.
988 */
989 static int vtabBestIndex(Parse *pParse, Table *pTab, sqlite3_index_info *p){
990   sqlite3_vtab *pVtab = sqlite3GetVTable(pParse->db, pTab)->pVtab;
991   int rc;
992 
993   TRACE_IDX_INPUTS(p);
994   rc = pVtab->pModule->xBestIndex(pVtab, p);
995   TRACE_IDX_OUTPUTS(p);
996 
997   if( rc!=SQLITE_OK ){
998     if( rc==SQLITE_NOMEM ){
999       sqlite3OomFault(pParse->db);
1000     }else if( !pVtab->zErrMsg ){
1001       sqlite3ErrorMsg(pParse, "%s", sqlite3ErrStr(rc));
1002     }else{
1003       sqlite3ErrorMsg(pParse, "%s", pVtab->zErrMsg);
1004     }
1005   }
1006   sqlite3_free(pVtab->zErrMsg);
1007   pVtab->zErrMsg = 0;
1008 
1009 #if 0
1010   /* This error is now caught by the caller.
1011   ** Search for "xBestIndex malfunction" below */
1012   for(i=0; i<p->nConstraint; i++){
1013     if( !p->aConstraint[i].usable && p->aConstraintUsage[i].argvIndex>0 ){
1014       sqlite3ErrorMsg(pParse,
1015           "table %s: xBestIndex returned an invalid plan", pTab->zName);
1016     }
1017   }
1018 #endif
1019 
1020   return pParse->nErr;
1021 }
1022 #endif /* !defined(SQLITE_OMIT_VIRTUALTABLE) */
1023 
1024 #ifdef SQLITE_ENABLE_STAT3_OR_STAT4
1025 /*
1026 ** Estimate the location of a particular key among all keys in an
1027 ** index.  Store the results in aStat as follows:
1028 **
1029 **    aStat[0]      Est. number of rows less than pRec
1030 **    aStat[1]      Est. number of rows equal to pRec
1031 **
1032 ** Return the index of the sample that is the smallest sample that
1033 ** is greater than or equal to pRec. Note that this index is not an index
1034 ** into the aSample[] array - it is an index into a virtual set of samples
1035 ** based on the contents of aSample[] and the number of fields in record
1036 ** pRec.
1037 */
1038 static int whereKeyStats(
1039   Parse *pParse,              /* Database connection */
1040   Index *pIdx,                /* Index to consider domain of */
1041   UnpackedRecord *pRec,       /* Vector of values to consider */
1042   int roundUp,                /* Round up if true.  Round down if false */
1043   tRowcnt *aStat              /* OUT: stats written here */
1044 ){
1045   IndexSample *aSample = pIdx->aSample;
1046   int iCol;                   /* Index of required stats in anEq[] etc. */
1047   int i;                      /* Index of first sample >= pRec */
1048   int iSample;                /* Smallest sample larger than or equal to pRec */
1049   int iMin = 0;               /* Smallest sample not yet tested */
1050   int iTest;                  /* Next sample to test */
1051   int res;                    /* Result of comparison operation */
1052   int nField;                 /* Number of fields in pRec */
1053   tRowcnt iLower = 0;         /* anLt[] + anEq[] of largest sample pRec is > */
1054 
1055 #ifndef SQLITE_DEBUG
1056   UNUSED_PARAMETER( pParse );
1057 #endif
1058   assert( pRec!=0 );
1059   assert( pIdx->nSample>0 );
1060   assert( pRec->nField>0 && pRec->nField<=pIdx->nSampleCol );
1061 
1062   /* Do a binary search to find the first sample greater than or equal
1063   ** to pRec. If pRec contains a single field, the set of samples to search
1064   ** is simply the aSample[] array. If the samples in aSample[] contain more
1065   ** than one fields, all fields following the first are ignored.
1066   **
1067   ** If pRec contains N fields, where N is more than one, then as well as the
1068   ** samples in aSample[] (truncated to N fields), the search also has to
1069   ** consider prefixes of those samples. For example, if the set of samples
1070   ** in aSample is:
1071   **
1072   **     aSample[0] = (a, 5)
1073   **     aSample[1] = (a, 10)
1074   **     aSample[2] = (b, 5)
1075   **     aSample[3] = (c, 100)
1076   **     aSample[4] = (c, 105)
1077   **
1078   ** Then the search space should ideally be the samples above and the
1079   ** unique prefixes [a], [b] and [c]. But since that is hard to organize,
1080   ** the code actually searches this set:
1081   **
1082   **     0: (a)
1083   **     1: (a, 5)
1084   **     2: (a, 10)
1085   **     3: (a, 10)
1086   **     4: (b)
1087   **     5: (b, 5)
1088   **     6: (c)
1089   **     7: (c, 100)
1090   **     8: (c, 105)
1091   **     9: (c, 105)
1092   **
1093   ** For each sample in the aSample[] array, N samples are present in the
1094   ** effective sample array. In the above, samples 0 and 1 are based on
1095   ** sample aSample[0]. Samples 2 and 3 on aSample[1] etc.
1096   **
1097   ** Often, sample i of each block of N effective samples has (i+1) fields.
1098   ** Except, each sample may be extended to ensure that it is greater than or
1099   ** equal to the previous sample in the array. For example, in the above,
1100   ** sample 2 is the first sample of a block of N samples, so at first it
1101   ** appears that it should be 1 field in size. However, that would make it
1102   ** smaller than sample 1, so the binary search would not work. As a result,
1103   ** it is extended to two fields. The duplicates that this creates do not
1104   ** cause any problems.
1105   */
1106   nField = pRec->nField;
1107   iCol = 0;
1108   iSample = pIdx->nSample * nField;
1109   do{
1110     int iSamp;                    /* Index in aSample[] of test sample */
1111     int n;                        /* Number of fields in test sample */
1112 
1113     iTest = (iMin+iSample)/2;
1114     iSamp = iTest / nField;
1115     if( iSamp>0 ){
1116       /* The proposed effective sample is a prefix of sample aSample[iSamp].
1117       ** Specifically, the shortest prefix of at least (1 + iTest%nField)
1118       ** fields that is greater than the previous effective sample.  */
1119       for(n=(iTest % nField) + 1; n<nField; n++){
1120         if( aSample[iSamp-1].anLt[n-1]!=aSample[iSamp].anLt[n-1] ) break;
1121       }
1122     }else{
1123       n = iTest + 1;
1124     }
1125 
1126     pRec->nField = n;
1127     res = sqlite3VdbeRecordCompare(aSample[iSamp].n, aSample[iSamp].p, pRec);
1128     if( res<0 ){
1129       iLower = aSample[iSamp].anLt[n-1] + aSample[iSamp].anEq[n-1];
1130       iMin = iTest+1;
1131     }else if( res==0 && n<nField ){
1132       iLower = aSample[iSamp].anLt[n-1];
1133       iMin = iTest+1;
1134       res = -1;
1135     }else{
1136       iSample = iTest;
1137       iCol = n-1;
1138     }
1139   }while( res && iMin<iSample );
1140   i = iSample / nField;
1141 
1142 #ifdef SQLITE_DEBUG
1143   /* The following assert statements check that the binary search code
1144   ** above found the right answer. This block serves no purpose other
1145   ** than to invoke the asserts.  */
1146   if( pParse->db->mallocFailed==0 ){
1147     if( res==0 ){
1148       /* If (res==0) is true, then pRec must be equal to sample i. */
1149       assert( i<pIdx->nSample );
1150       assert( iCol==nField-1 );
1151       pRec->nField = nField;
1152       assert( 0==sqlite3VdbeRecordCompare(aSample[i].n, aSample[i].p, pRec)
1153            || pParse->db->mallocFailed
1154       );
1155     }else{
1156       /* Unless i==pIdx->nSample, indicating that pRec is larger than
1157       ** all samples in the aSample[] array, pRec must be smaller than the
1158       ** (iCol+1) field prefix of sample i.  */
1159       assert( i<=pIdx->nSample && i>=0 );
1160       pRec->nField = iCol+1;
1161       assert( i==pIdx->nSample
1162            || sqlite3VdbeRecordCompare(aSample[i].n, aSample[i].p, pRec)>0
1163            || pParse->db->mallocFailed );
1164 
1165       /* if i==0 and iCol==0, then record pRec is smaller than all samples
1166       ** in the aSample[] array. Otherwise, if (iCol>0) then pRec must
1167       ** be greater than or equal to the (iCol) field prefix of sample i.
1168       ** If (i>0), then pRec must also be greater than sample (i-1).  */
1169       if( iCol>0 ){
1170         pRec->nField = iCol;
1171         assert( sqlite3VdbeRecordCompare(aSample[i].n, aSample[i].p, pRec)<=0
1172              || pParse->db->mallocFailed );
1173       }
1174       if( i>0 ){
1175         pRec->nField = nField;
1176         assert( sqlite3VdbeRecordCompare(aSample[i-1].n, aSample[i-1].p, pRec)<0
1177              || pParse->db->mallocFailed );
1178       }
1179     }
1180   }
1181 #endif /* ifdef SQLITE_DEBUG */
1182 
1183   if( res==0 ){
1184     /* Record pRec is equal to sample i */
1185     assert( iCol==nField-1 );
1186     aStat[0] = aSample[i].anLt[iCol];
1187     aStat[1] = aSample[i].anEq[iCol];
1188   }else{
1189     /* At this point, the (iCol+1) field prefix of aSample[i] is the first
1190     ** sample that is greater than pRec. Or, if i==pIdx->nSample then pRec
1191     ** is larger than all samples in the array. */
1192     tRowcnt iUpper, iGap;
1193     if( i>=pIdx->nSample ){
1194       iUpper = sqlite3LogEstToInt(pIdx->aiRowLogEst[0]);
1195     }else{
1196       iUpper = aSample[i].anLt[iCol];
1197     }
1198 
1199     if( iLower>=iUpper ){
1200       iGap = 0;
1201     }else{
1202       iGap = iUpper - iLower;
1203     }
1204     if( roundUp ){
1205       iGap = (iGap*2)/3;
1206     }else{
1207       iGap = iGap/3;
1208     }
1209     aStat[0] = iLower + iGap;
1210     aStat[1] = pIdx->aAvgEq[nField-1];
1211   }
1212 
1213   /* Restore the pRec->nField value before returning.  */
1214   pRec->nField = nField;
1215   return i;
1216 }
1217 #endif /* SQLITE_ENABLE_STAT3_OR_STAT4 */
1218 
1219 /*
1220 ** If it is not NULL, pTerm is a term that provides an upper or lower
1221 ** bound on a range scan. Without considering pTerm, it is estimated
1222 ** that the scan will visit nNew rows. This function returns the number
1223 ** estimated to be visited after taking pTerm into account.
1224 **
1225 ** If the user explicitly specified a likelihood() value for this term,
1226 ** then the return value is the likelihood multiplied by the number of
1227 ** input rows. Otherwise, this function assumes that an "IS NOT NULL" term
1228 ** has a likelihood of 0.50, and any other term a likelihood of 0.25.
1229 */
1230 static LogEst whereRangeAdjust(WhereTerm *pTerm, LogEst nNew){
1231   LogEst nRet = nNew;
1232   if( pTerm ){
1233     if( pTerm->truthProb<=0 ){
1234       nRet += pTerm->truthProb;
1235     }else if( (pTerm->wtFlags & TERM_VNULL)==0 ){
1236       nRet -= 20;        assert( 20==sqlite3LogEst(4) );
1237     }
1238   }
1239   return nRet;
1240 }
1241 
1242 
1243 #ifdef SQLITE_ENABLE_STAT3_OR_STAT4
1244 /*
1245 ** Return the affinity for a single column of an index.
1246 */
1247 char sqlite3IndexColumnAffinity(sqlite3 *db, Index *pIdx, int iCol){
1248   assert( iCol>=0 && iCol<pIdx->nColumn );
1249   if( !pIdx->zColAff ){
1250     if( sqlite3IndexAffinityStr(db, pIdx)==0 ) return SQLITE_AFF_BLOB;
1251   }
1252   return pIdx->zColAff[iCol];
1253 }
1254 #endif
1255 
1256 
1257 #ifdef SQLITE_ENABLE_STAT3_OR_STAT4
1258 /*
1259 ** This function is called to estimate the number of rows visited by a
1260 ** range-scan on a skip-scan index. For example:
1261 **
1262 **   CREATE INDEX i1 ON t1(a, b, c);
1263 **   SELECT * FROM t1 WHERE a=? AND c BETWEEN ? AND ?;
1264 **
1265 ** Value pLoop->nOut is currently set to the estimated number of rows
1266 ** visited for scanning (a=? AND b=?). This function reduces that estimate
1267 ** by some factor to account for the (c BETWEEN ? AND ?) expression based
1268 ** on the stat4 data for the index. this scan will be peformed multiple
1269 ** times (once for each (a,b) combination that matches a=?) is dealt with
1270 ** by the caller.
1271 **
1272 ** It does this by scanning through all stat4 samples, comparing values
1273 ** extracted from pLower and pUpper with the corresponding column in each
1274 ** sample. If L and U are the number of samples found to be less than or
1275 ** equal to the values extracted from pLower and pUpper respectively, and
1276 ** N is the total number of samples, the pLoop->nOut value is adjusted
1277 ** as follows:
1278 **
1279 **   nOut = nOut * ( min(U - L, 1) / N )
1280 **
1281 ** If pLower is NULL, or a value cannot be extracted from the term, L is
1282 ** set to zero. If pUpper is NULL, or a value cannot be extracted from it,
1283 ** U is set to N.
1284 **
1285 ** Normally, this function sets *pbDone to 1 before returning. However,
1286 ** if no value can be extracted from either pLower or pUpper (and so the
1287 ** estimate of the number of rows delivered remains unchanged), *pbDone
1288 ** is left as is.
1289 **
1290 ** If an error occurs, an SQLite error code is returned. Otherwise,
1291 ** SQLITE_OK.
1292 */
1293 static int whereRangeSkipScanEst(
1294   Parse *pParse,       /* Parsing & code generating context */
1295   WhereTerm *pLower,   /* Lower bound on the range. ex: "x>123" Might be NULL */
1296   WhereTerm *pUpper,   /* Upper bound on the range. ex: "x<455" Might be NULL */
1297   WhereLoop *pLoop,    /* Update the .nOut value of this loop */
1298   int *pbDone          /* Set to true if at least one expr. value extracted */
1299 ){
1300   Index *p = pLoop->u.btree.pIndex;
1301   int nEq = pLoop->u.btree.nEq;
1302   sqlite3 *db = pParse->db;
1303   int nLower = -1;
1304   int nUpper = p->nSample+1;
1305   int rc = SQLITE_OK;
1306   u8 aff = sqlite3IndexColumnAffinity(db, p, nEq);
1307   CollSeq *pColl;
1308 
1309   sqlite3_value *p1 = 0;          /* Value extracted from pLower */
1310   sqlite3_value *p2 = 0;          /* Value extracted from pUpper */
1311   sqlite3_value *pVal = 0;        /* Value extracted from record */
1312 
1313   pColl = sqlite3LocateCollSeq(pParse, p->azColl[nEq]);
1314   if( pLower ){
1315     rc = sqlite3Stat4ValueFromExpr(pParse, pLower->pExpr->pRight, aff, &p1);
1316     nLower = 0;
1317   }
1318   if( pUpper && rc==SQLITE_OK ){
1319     rc = sqlite3Stat4ValueFromExpr(pParse, pUpper->pExpr->pRight, aff, &p2);
1320     nUpper = p2 ? 0 : p->nSample;
1321   }
1322 
1323   if( p1 || p2 ){
1324     int i;
1325     int nDiff;
1326     for(i=0; rc==SQLITE_OK && i<p->nSample; i++){
1327       rc = sqlite3Stat4Column(db, p->aSample[i].p, p->aSample[i].n, nEq, &pVal);
1328       if( rc==SQLITE_OK && p1 ){
1329         int res = sqlite3MemCompare(p1, pVal, pColl);
1330         if( res>=0 ) nLower++;
1331       }
1332       if( rc==SQLITE_OK && p2 ){
1333         int res = sqlite3MemCompare(p2, pVal, pColl);
1334         if( res>=0 ) nUpper++;
1335       }
1336     }
1337     nDiff = (nUpper - nLower);
1338     if( nDiff<=0 ) nDiff = 1;
1339 
1340     /* If there is both an upper and lower bound specified, and the
1341     ** comparisons indicate that they are close together, use the fallback
1342     ** method (assume that the scan visits 1/64 of the rows) for estimating
1343     ** the number of rows visited. Otherwise, estimate the number of rows
1344     ** using the method described in the header comment for this function. */
1345     if( nDiff!=1 || pUpper==0 || pLower==0 ){
1346       int nAdjust = (sqlite3LogEst(p->nSample) - sqlite3LogEst(nDiff));
1347       pLoop->nOut -= nAdjust;
1348       *pbDone = 1;
1349       WHERETRACE(0x10, ("range skip-scan regions: %u..%u  adjust=%d est=%d\n",
1350                            nLower, nUpper, nAdjust*-1, pLoop->nOut));
1351     }
1352 
1353   }else{
1354     assert( *pbDone==0 );
1355   }
1356 
1357   sqlite3ValueFree(p1);
1358   sqlite3ValueFree(p2);
1359   sqlite3ValueFree(pVal);
1360 
1361   return rc;
1362 }
1363 #endif /* SQLITE_ENABLE_STAT3_OR_STAT4 */
1364 
1365 /*
1366 ** This function is used to estimate the number of rows that will be visited
1367 ** by scanning an index for a range of values. The range may have an upper
1368 ** bound, a lower bound, or both. The WHERE clause terms that set the upper
1369 ** and lower bounds are represented by pLower and pUpper respectively. For
1370 ** example, assuming that index p is on t1(a):
1371 **
1372 **   ... FROM t1 WHERE a > ? AND a < ? ...
1373 **                    |_____|   |_____|
1374 **                       |         |
1375 **                     pLower    pUpper
1376 **
1377 ** If either of the upper or lower bound is not present, then NULL is passed in
1378 ** place of the corresponding WhereTerm.
1379 **
1380 ** The value in (pBuilder->pNew->u.btree.nEq) is the number of the index
1381 ** column subject to the range constraint. Or, equivalently, the number of
1382 ** equality constraints optimized by the proposed index scan. For example,
1383 ** assuming index p is on t1(a, b), and the SQL query is:
1384 **
1385 **   ... FROM t1 WHERE a = ? AND b > ? AND b < ? ...
1386 **
1387 ** then nEq is set to 1 (as the range restricted column, b, is the second
1388 ** left-most column of the index). Or, if the query is:
1389 **
1390 **   ... FROM t1 WHERE a > ? AND a < ? ...
1391 **
1392 ** then nEq is set to 0.
1393 **
1394 ** When this function is called, *pnOut is set to the sqlite3LogEst() of the
1395 ** number of rows that the index scan is expected to visit without
1396 ** considering the range constraints. If nEq is 0, then *pnOut is the number of
1397 ** rows in the index. Assuming no error occurs, *pnOut is adjusted (reduced)
1398 ** to account for the range constraints pLower and pUpper.
1399 **
1400 ** In the absence of sqlite_stat4 ANALYZE data, or if such data cannot be
1401 ** used, a single range inequality reduces the search space by a factor of 4.
1402 ** and a pair of constraints (x>? AND x<?) reduces the expected number of
1403 ** rows visited by a factor of 64.
1404 */
1405 static int whereRangeScanEst(
1406   Parse *pParse,       /* Parsing & code generating context */
1407   WhereLoopBuilder *pBuilder,
1408   WhereTerm *pLower,   /* Lower bound on the range. ex: "x>123" Might be NULL */
1409   WhereTerm *pUpper,   /* Upper bound on the range. ex: "x<455" Might be NULL */
1410   WhereLoop *pLoop     /* Modify the .nOut and maybe .rRun fields */
1411 ){
1412   int rc = SQLITE_OK;
1413   int nOut = pLoop->nOut;
1414   LogEst nNew;
1415 
1416 #ifdef SQLITE_ENABLE_STAT3_OR_STAT4
1417   Index *p = pLoop->u.btree.pIndex;
1418   int nEq = pLoop->u.btree.nEq;
1419 
1420   if( p->nSample>0 && nEq<p->nSampleCol ){
1421     if( nEq==pBuilder->nRecValid ){
1422       UnpackedRecord *pRec = pBuilder->pRec;
1423       tRowcnt a[2];
1424       int nBtm = pLoop->u.btree.nBtm;
1425       int nTop = pLoop->u.btree.nTop;
1426 
1427       /* Variable iLower will be set to the estimate of the number of rows in
1428       ** the index that are less than the lower bound of the range query. The
1429       ** lower bound being the concatenation of $P and $L, where $P is the
1430       ** key-prefix formed by the nEq values matched against the nEq left-most
1431       ** columns of the index, and $L is the value in pLower.
1432       **
1433       ** Or, if pLower is NULL or $L cannot be extracted from it (because it
1434       ** is not a simple variable or literal value), the lower bound of the
1435       ** range is $P. Due to a quirk in the way whereKeyStats() works, even
1436       ** if $L is available, whereKeyStats() is called for both ($P) and
1437       ** ($P:$L) and the larger of the two returned values is used.
1438       **
1439       ** Similarly, iUpper is to be set to the estimate of the number of rows
1440       ** less than the upper bound of the range query. Where the upper bound
1441       ** is either ($P) or ($P:$U). Again, even if $U is available, both values
1442       ** of iUpper are requested of whereKeyStats() and the smaller used.
1443       **
1444       ** The number of rows between the two bounds is then just iUpper-iLower.
1445       */
1446       tRowcnt iLower;     /* Rows less than the lower bound */
1447       tRowcnt iUpper;     /* Rows less than the upper bound */
1448       int iLwrIdx = -2;   /* aSample[] for the lower bound */
1449       int iUprIdx = -1;   /* aSample[] for the upper bound */
1450 
1451       if( pRec ){
1452         testcase( pRec->nField!=pBuilder->nRecValid );
1453         pRec->nField = pBuilder->nRecValid;
1454       }
1455       /* Determine iLower and iUpper using ($P) only. */
1456       if( nEq==0 ){
1457         iLower = 0;
1458         iUpper = p->nRowEst0;
1459       }else{
1460         /* Note: this call could be optimized away - since the same values must
1461         ** have been requested when testing key $P in whereEqualScanEst().  */
1462         whereKeyStats(pParse, p, pRec, 0, a);
1463         iLower = a[0];
1464         iUpper = a[0] + a[1];
1465       }
1466 
1467       assert( pLower==0 || (pLower->eOperator & (WO_GT|WO_GE))!=0 );
1468       assert( pUpper==0 || (pUpper->eOperator & (WO_LT|WO_LE))!=0 );
1469       assert( p->aSortOrder!=0 );
1470       if( p->aSortOrder[nEq] ){
1471         /* The roles of pLower and pUpper are swapped for a DESC index */
1472         SWAP(WhereTerm*, pLower, pUpper);
1473         SWAP(int, nBtm, nTop);
1474       }
1475 
1476       /* If possible, improve on the iLower estimate using ($P:$L). */
1477       if( pLower ){
1478         int n;                    /* Values extracted from pExpr */
1479         Expr *pExpr = pLower->pExpr->pRight;
1480         rc = sqlite3Stat4ProbeSetValue(pParse, p, &pRec, pExpr, nBtm, nEq, &n);
1481         if( rc==SQLITE_OK && n ){
1482           tRowcnt iNew;
1483           u16 mask = WO_GT|WO_LE;
1484           if( sqlite3ExprVectorSize(pExpr)>n ) mask = (WO_LE|WO_LT);
1485           iLwrIdx = whereKeyStats(pParse, p, pRec, 0, a);
1486           iNew = a[0] + ((pLower->eOperator & mask) ? a[1] : 0);
1487           if( iNew>iLower ) iLower = iNew;
1488           nOut--;
1489           pLower = 0;
1490         }
1491       }
1492 
1493       /* If possible, improve on the iUpper estimate using ($P:$U). */
1494       if( pUpper ){
1495         int n;                    /* Values extracted from pExpr */
1496         Expr *pExpr = pUpper->pExpr->pRight;
1497         rc = sqlite3Stat4ProbeSetValue(pParse, p, &pRec, pExpr, nTop, nEq, &n);
1498         if( rc==SQLITE_OK && n ){
1499           tRowcnt iNew;
1500           u16 mask = WO_GT|WO_LE;
1501           if( sqlite3ExprVectorSize(pExpr)>n ) mask = (WO_LE|WO_LT);
1502           iUprIdx = whereKeyStats(pParse, p, pRec, 1, a);
1503           iNew = a[0] + ((pUpper->eOperator & mask) ? a[1] : 0);
1504           if( iNew<iUpper ) iUpper = iNew;
1505           nOut--;
1506           pUpper = 0;
1507         }
1508       }
1509 
1510       pBuilder->pRec = pRec;
1511       if( rc==SQLITE_OK ){
1512         if( iUpper>iLower ){
1513           nNew = sqlite3LogEst(iUpper - iLower);
1514           /* TUNING:  If both iUpper and iLower are derived from the same
1515           ** sample, then assume they are 4x more selective.  This brings
1516           ** the estimated selectivity more in line with what it would be
1517           ** if estimated without the use of STAT3/4 tables. */
1518           if( iLwrIdx==iUprIdx ) nNew -= 20;  assert( 20==sqlite3LogEst(4) );
1519         }else{
1520           nNew = 10;        assert( 10==sqlite3LogEst(2) );
1521         }
1522         if( nNew<nOut ){
1523           nOut = nNew;
1524         }
1525         WHERETRACE(0x10, ("STAT4 range scan: %u..%u  est=%d\n",
1526                            (u32)iLower, (u32)iUpper, nOut));
1527       }
1528     }else{
1529       int bDone = 0;
1530       rc = whereRangeSkipScanEst(pParse, pLower, pUpper, pLoop, &bDone);
1531       if( bDone ) return rc;
1532     }
1533   }
1534 #else
1535   UNUSED_PARAMETER(pParse);
1536   UNUSED_PARAMETER(pBuilder);
1537   assert( pLower || pUpper );
1538 #endif
1539   assert( pUpper==0 || (pUpper->wtFlags & TERM_VNULL)==0 );
1540   nNew = whereRangeAdjust(pLower, nOut);
1541   nNew = whereRangeAdjust(pUpper, nNew);
1542 
1543   /* TUNING: If there is both an upper and lower limit and neither limit
1544   ** has an application-defined likelihood(), assume the range is
1545   ** reduced by an additional 75%. This means that, by default, an open-ended
1546   ** range query (e.g. col > ?) is assumed to match 1/4 of the rows in the
1547   ** index. While a closed range (e.g. col BETWEEN ? AND ?) is estimated to
1548   ** match 1/64 of the index. */
1549   if( pLower && pLower->truthProb>0 && pUpper && pUpper->truthProb>0 ){
1550     nNew -= 20;
1551   }
1552 
1553   nOut -= (pLower!=0) + (pUpper!=0);
1554   if( nNew<10 ) nNew = 10;
1555   if( nNew<nOut ) nOut = nNew;
1556 #if defined(WHERETRACE_ENABLED)
1557   if( pLoop->nOut>nOut ){
1558     WHERETRACE(0x10,("Range scan lowers nOut from %d to %d\n",
1559                     pLoop->nOut, nOut));
1560   }
1561 #endif
1562   pLoop->nOut = (LogEst)nOut;
1563   return rc;
1564 }
1565 
1566 #ifdef SQLITE_ENABLE_STAT3_OR_STAT4
1567 /*
1568 ** Estimate the number of rows that will be returned based on
1569 ** an equality constraint x=VALUE and where that VALUE occurs in
1570 ** the histogram data.  This only works when x is the left-most
1571 ** column of an index and sqlite_stat3 histogram data is available
1572 ** for that index.  When pExpr==NULL that means the constraint is
1573 ** "x IS NULL" instead of "x=VALUE".
1574 **
1575 ** Write the estimated row count into *pnRow and return SQLITE_OK.
1576 ** If unable to make an estimate, leave *pnRow unchanged and return
1577 ** non-zero.
1578 **
1579 ** This routine can fail if it is unable to load a collating sequence
1580 ** required for string comparison, or if unable to allocate memory
1581 ** for a UTF conversion required for comparison.  The error is stored
1582 ** in the pParse structure.
1583 */
1584 static int whereEqualScanEst(
1585   Parse *pParse,       /* Parsing & code generating context */
1586   WhereLoopBuilder *pBuilder,
1587   Expr *pExpr,         /* Expression for VALUE in the x=VALUE constraint */
1588   tRowcnt *pnRow       /* Write the revised row estimate here */
1589 ){
1590   Index *p = pBuilder->pNew->u.btree.pIndex;
1591   int nEq = pBuilder->pNew->u.btree.nEq;
1592   UnpackedRecord *pRec = pBuilder->pRec;
1593   int rc;                   /* Subfunction return code */
1594   tRowcnt a[2];             /* Statistics */
1595   int bOk;
1596 
1597   assert( nEq>=1 );
1598   assert( nEq<=p->nColumn );
1599   assert( p->aSample!=0 );
1600   assert( p->nSample>0 );
1601   assert( pBuilder->nRecValid<nEq );
1602 
1603   /* If values are not available for all fields of the index to the left
1604   ** of this one, no estimate can be made. Return SQLITE_NOTFOUND. */
1605   if( pBuilder->nRecValid<(nEq-1) ){
1606     return SQLITE_NOTFOUND;
1607   }
1608 
1609   /* This is an optimization only. The call to sqlite3Stat4ProbeSetValue()
1610   ** below would return the same value.  */
1611   if( nEq>=p->nColumn ){
1612     *pnRow = 1;
1613     return SQLITE_OK;
1614   }
1615 
1616   rc = sqlite3Stat4ProbeSetValue(pParse, p, &pRec, pExpr, 1, nEq-1, &bOk);
1617   pBuilder->pRec = pRec;
1618   if( rc!=SQLITE_OK ) return rc;
1619   if( bOk==0 ) return SQLITE_NOTFOUND;
1620   pBuilder->nRecValid = nEq;
1621 
1622   whereKeyStats(pParse, p, pRec, 0, a);
1623   WHERETRACE(0x10,("equality scan regions %s(%d): %d\n",
1624                    p->zName, nEq-1, (int)a[1]));
1625   *pnRow = a[1];
1626 
1627   return rc;
1628 }
1629 #endif /* SQLITE_ENABLE_STAT3_OR_STAT4 */
1630 
1631 #ifdef SQLITE_ENABLE_STAT3_OR_STAT4
1632 /*
1633 ** Estimate the number of rows that will be returned based on
1634 ** an IN constraint where the right-hand side of the IN operator
1635 ** is a list of values.  Example:
1636 **
1637 **        WHERE x IN (1,2,3,4)
1638 **
1639 ** Write the estimated row count into *pnRow and return SQLITE_OK.
1640 ** If unable to make an estimate, leave *pnRow unchanged and return
1641 ** non-zero.
1642 **
1643 ** This routine can fail if it is unable to load a collating sequence
1644 ** required for string comparison, or if unable to allocate memory
1645 ** for a UTF conversion required for comparison.  The error is stored
1646 ** in the pParse structure.
1647 */
1648 static int whereInScanEst(
1649   Parse *pParse,       /* Parsing & code generating context */
1650   WhereLoopBuilder *pBuilder,
1651   ExprList *pList,     /* The value list on the RHS of "x IN (v1,v2,v3,...)" */
1652   tRowcnt *pnRow       /* Write the revised row estimate here */
1653 ){
1654   Index *p = pBuilder->pNew->u.btree.pIndex;
1655   i64 nRow0 = sqlite3LogEstToInt(p->aiRowLogEst[0]);
1656   int nRecValid = pBuilder->nRecValid;
1657   int rc = SQLITE_OK;     /* Subfunction return code */
1658   tRowcnt nEst;           /* Number of rows for a single term */
1659   tRowcnt nRowEst = 0;    /* New estimate of the number of rows */
1660   int i;                  /* Loop counter */
1661 
1662   assert( p->aSample!=0 );
1663   for(i=0; rc==SQLITE_OK && i<pList->nExpr; i++){
1664     nEst = nRow0;
1665     rc = whereEqualScanEst(pParse, pBuilder, pList->a[i].pExpr, &nEst);
1666     nRowEst += nEst;
1667     pBuilder->nRecValid = nRecValid;
1668   }
1669 
1670   if( rc==SQLITE_OK ){
1671     if( nRowEst > nRow0 ) nRowEst = nRow0;
1672     *pnRow = nRowEst;
1673     WHERETRACE(0x10,("IN row estimate: est=%d\n", nRowEst));
1674   }
1675   assert( pBuilder->nRecValid==nRecValid );
1676   return rc;
1677 }
1678 #endif /* SQLITE_ENABLE_STAT3_OR_STAT4 */
1679 
1680 
1681 #ifdef WHERETRACE_ENABLED
1682 /*
1683 ** Print the content of a WhereTerm object
1684 */
1685 static void whereTermPrint(WhereTerm *pTerm, int iTerm){
1686   if( pTerm==0 ){
1687     sqlite3DebugPrintf("TERM-%-3d NULL\n", iTerm);
1688   }else{
1689     char zType[4];
1690     char zLeft[50];
1691     memcpy(zType, "...", 4);
1692     if( pTerm->wtFlags & TERM_VIRTUAL ) zType[0] = 'V';
1693     if( pTerm->eOperator & WO_EQUIV  ) zType[1] = 'E';
1694     if( ExprHasProperty(pTerm->pExpr, EP_FromJoin) ) zType[2] = 'L';
1695     if( pTerm->eOperator & WO_SINGLE ){
1696       sqlite3_snprintf(sizeof(zLeft),zLeft,"left={%d:%d}",
1697                        pTerm->leftCursor, pTerm->u.leftColumn);
1698     }else if( (pTerm->eOperator & WO_OR)!=0 && pTerm->u.pOrInfo!=0 ){
1699       sqlite3_snprintf(sizeof(zLeft),zLeft,"indexable=0x%lld",
1700                        pTerm->u.pOrInfo->indexable);
1701     }else{
1702       sqlite3_snprintf(sizeof(zLeft),zLeft,"left=%d", pTerm->leftCursor);
1703     }
1704     sqlite3DebugPrintf(
1705        "TERM-%-3d %p %s %-12s prob=%-3d op=0x%03x wtFlags=0x%04x",
1706        iTerm, pTerm, zType, zLeft, pTerm->truthProb,
1707        pTerm->eOperator, pTerm->wtFlags);
1708     if( pTerm->iField ){
1709       sqlite3DebugPrintf(" iField=%d\n", pTerm->iField);
1710     }else{
1711       sqlite3DebugPrintf("\n");
1712     }
1713     sqlite3TreeViewExpr(0, pTerm->pExpr, 0);
1714   }
1715 }
1716 #endif
1717 
1718 #ifdef WHERETRACE_ENABLED
1719 /*
1720 ** Show the complete content of a WhereClause
1721 */
1722 void sqlite3WhereClausePrint(WhereClause *pWC){
1723   int i;
1724   for(i=0; i<pWC->nTerm; i++){
1725     whereTermPrint(&pWC->a[i], i);
1726   }
1727 }
1728 #endif
1729 
1730 #ifdef WHERETRACE_ENABLED
1731 /*
1732 ** Print a WhereLoop object for debugging purposes
1733 */
1734 static void whereLoopPrint(WhereLoop *p, WhereClause *pWC){
1735   WhereInfo *pWInfo = pWC->pWInfo;
1736   int nb = 1+(pWInfo->pTabList->nSrc+3)/4;
1737   struct SrcList_item *pItem = pWInfo->pTabList->a + p->iTab;
1738   Table *pTab = pItem->pTab;
1739   Bitmask mAll = (((Bitmask)1)<<(nb*4)) - 1;
1740   sqlite3DebugPrintf("%c%2d.%0*llx.%0*llx", p->cId,
1741                      p->iTab, nb, p->maskSelf, nb, p->prereq & mAll);
1742   sqlite3DebugPrintf(" %12s",
1743                      pItem->zAlias ? pItem->zAlias : pTab->zName);
1744   if( (p->wsFlags & WHERE_VIRTUALTABLE)==0 ){
1745     const char *zName;
1746     if( p->u.btree.pIndex && (zName = p->u.btree.pIndex->zName)!=0 ){
1747       if( strncmp(zName, "sqlite_autoindex_", 17)==0 ){
1748         int i = sqlite3Strlen30(zName) - 1;
1749         while( zName[i]!='_' ) i--;
1750         zName += i;
1751       }
1752       sqlite3DebugPrintf(".%-16s %2d", zName, p->u.btree.nEq);
1753     }else{
1754       sqlite3DebugPrintf("%20s","");
1755     }
1756   }else{
1757     char *z;
1758     if( p->u.vtab.idxStr ){
1759       z = sqlite3_mprintf("(%d,\"%s\",%x)",
1760                 p->u.vtab.idxNum, p->u.vtab.idxStr, p->u.vtab.omitMask);
1761     }else{
1762       z = sqlite3_mprintf("(%d,%x)", p->u.vtab.idxNum, p->u.vtab.omitMask);
1763     }
1764     sqlite3DebugPrintf(" %-19s", z);
1765     sqlite3_free(z);
1766   }
1767   if( p->wsFlags & WHERE_SKIPSCAN ){
1768     sqlite3DebugPrintf(" f %05x %d-%d", p->wsFlags, p->nLTerm,p->nSkip);
1769   }else{
1770     sqlite3DebugPrintf(" f %05x N %d", p->wsFlags, p->nLTerm);
1771   }
1772   sqlite3DebugPrintf(" cost %d,%d,%d\n", p->rSetup, p->rRun, p->nOut);
1773   if( p->nLTerm && (sqlite3WhereTrace & 0x100)!=0 ){
1774     int i;
1775     for(i=0; i<p->nLTerm; i++){
1776       whereTermPrint(p->aLTerm[i], i);
1777     }
1778   }
1779 }
1780 #endif
1781 
1782 /*
1783 ** Convert bulk memory into a valid WhereLoop that can be passed
1784 ** to whereLoopClear harmlessly.
1785 */
1786 static void whereLoopInit(WhereLoop *p){
1787   p->aLTerm = p->aLTermSpace;
1788   p->nLTerm = 0;
1789   p->nLSlot = ArraySize(p->aLTermSpace);
1790   p->wsFlags = 0;
1791 }
1792 
1793 /*
1794 ** Clear the WhereLoop.u union.  Leave WhereLoop.pLTerm intact.
1795 */
1796 static void whereLoopClearUnion(sqlite3 *db, WhereLoop *p){
1797   if( p->wsFlags & (WHERE_VIRTUALTABLE|WHERE_AUTO_INDEX) ){
1798     if( (p->wsFlags & WHERE_VIRTUALTABLE)!=0 && p->u.vtab.needFree ){
1799       sqlite3_free(p->u.vtab.idxStr);
1800       p->u.vtab.needFree = 0;
1801       p->u.vtab.idxStr = 0;
1802     }else if( (p->wsFlags & WHERE_AUTO_INDEX)!=0 && p->u.btree.pIndex!=0 ){
1803       sqlite3DbFree(db, p->u.btree.pIndex->zColAff);
1804       sqlite3DbFreeNN(db, p->u.btree.pIndex);
1805       p->u.btree.pIndex = 0;
1806     }
1807   }
1808 }
1809 
1810 /*
1811 ** Deallocate internal memory used by a WhereLoop object
1812 */
1813 static void whereLoopClear(sqlite3 *db, WhereLoop *p){
1814   if( p->aLTerm!=p->aLTermSpace ) sqlite3DbFreeNN(db, p->aLTerm);
1815   whereLoopClearUnion(db, p);
1816   whereLoopInit(p);
1817 }
1818 
1819 /*
1820 ** Increase the memory allocation for pLoop->aLTerm[] to be at least n.
1821 */
1822 static int whereLoopResize(sqlite3 *db, WhereLoop *p, int n){
1823   WhereTerm **paNew;
1824   if( p->nLSlot>=n ) return SQLITE_OK;
1825   n = (n+7)&~7;
1826   paNew = sqlite3DbMallocRawNN(db, sizeof(p->aLTerm[0])*n);
1827   if( paNew==0 ) return SQLITE_NOMEM_BKPT;
1828   memcpy(paNew, p->aLTerm, sizeof(p->aLTerm[0])*p->nLSlot);
1829   if( p->aLTerm!=p->aLTermSpace ) sqlite3DbFreeNN(db, p->aLTerm);
1830   p->aLTerm = paNew;
1831   p->nLSlot = n;
1832   return SQLITE_OK;
1833 }
1834 
1835 /*
1836 ** Transfer content from the second pLoop into the first.
1837 */
1838 static int whereLoopXfer(sqlite3 *db, WhereLoop *pTo, WhereLoop *pFrom){
1839   whereLoopClearUnion(db, pTo);
1840   if( whereLoopResize(db, pTo, pFrom->nLTerm) ){
1841     memset(&pTo->u, 0, sizeof(pTo->u));
1842     return SQLITE_NOMEM_BKPT;
1843   }
1844   memcpy(pTo, pFrom, WHERE_LOOP_XFER_SZ);
1845   memcpy(pTo->aLTerm, pFrom->aLTerm, pTo->nLTerm*sizeof(pTo->aLTerm[0]));
1846   if( pFrom->wsFlags & WHERE_VIRTUALTABLE ){
1847     pFrom->u.vtab.needFree = 0;
1848   }else if( (pFrom->wsFlags & WHERE_AUTO_INDEX)!=0 ){
1849     pFrom->u.btree.pIndex = 0;
1850   }
1851   return SQLITE_OK;
1852 }
1853 
1854 /*
1855 ** Delete a WhereLoop object
1856 */
1857 static void whereLoopDelete(sqlite3 *db, WhereLoop *p){
1858   whereLoopClear(db, p);
1859   sqlite3DbFreeNN(db, p);
1860 }
1861 
1862 /*
1863 ** Free a WhereInfo structure
1864 */
1865 static void whereInfoFree(sqlite3 *db, WhereInfo *pWInfo){
1866   if( ALWAYS(pWInfo) ){
1867     int i;
1868     for(i=0; i<pWInfo->nLevel; i++){
1869       WhereLevel *pLevel = &pWInfo->a[i];
1870       if( pLevel->pWLoop && (pLevel->pWLoop->wsFlags & WHERE_IN_ABLE) ){
1871         sqlite3DbFree(db, pLevel->u.in.aInLoop);
1872       }
1873     }
1874     sqlite3WhereClauseClear(&pWInfo->sWC);
1875     while( pWInfo->pLoops ){
1876       WhereLoop *p = pWInfo->pLoops;
1877       pWInfo->pLoops = p->pNextLoop;
1878       whereLoopDelete(db, p);
1879     }
1880     sqlite3DbFreeNN(db, pWInfo);
1881   }
1882 }
1883 
1884 /*
1885 ** Return TRUE if all of the following are true:
1886 **
1887 **   (1)  X has the same or lower cost that Y
1888 **   (2)  X uses fewer WHERE clause terms than Y
1889 **   (3)  Every WHERE clause term used by X is also used by Y
1890 **   (4)  X skips at least as many columns as Y
1891 **   (5)  If X is a covering index, than Y is too
1892 **
1893 ** Conditions (2) and (3) mean that X is a "proper subset" of Y.
1894 ** If X is a proper subset of Y then Y is a better choice and ought
1895 ** to have a lower cost.  This routine returns TRUE when that cost
1896 ** relationship is inverted and needs to be adjusted.  Constraint (4)
1897 ** was added because if X uses skip-scan less than Y it still might
1898 ** deserve a lower cost even if it is a proper subset of Y.  Constraint (5)
1899 ** was added because a covering index probably deserves to have a lower cost
1900 ** than a non-covering index even if it is a proper subset.
1901 */
1902 static int whereLoopCheaperProperSubset(
1903   const WhereLoop *pX,       /* First WhereLoop to compare */
1904   const WhereLoop *pY        /* Compare against this WhereLoop */
1905 ){
1906   int i, j;
1907   if( pX->nLTerm-pX->nSkip >= pY->nLTerm-pY->nSkip ){
1908     return 0; /* X is not a subset of Y */
1909   }
1910   if( pY->nSkip > pX->nSkip ) return 0;
1911   if( pX->rRun >= pY->rRun ){
1912     if( pX->rRun > pY->rRun ) return 0;    /* X costs more than Y */
1913     if( pX->nOut > pY->nOut ) return 0;    /* X costs more than Y */
1914   }
1915   for(i=pX->nLTerm-1; i>=0; i--){
1916     if( pX->aLTerm[i]==0 ) continue;
1917     for(j=pY->nLTerm-1; j>=0; j--){
1918       if( pY->aLTerm[j]==pX->aLTerm[i] ) break;
1919     }
1920     if( j<0 ) return 0;  /* X not a subset of Y since term X[i] not used by Y */
1921   }
1922   if( (pX->wsFlags&WHERE_IDX_ONLY)!=0
1923    && (pY->wsFlags&WHERE_IDX_ONLY)==0 ){
1924     return 0;  /* Constraint (5) */
1925   }
1926   return 1;  /* All conditions meet */
1927 }
1928 
1929 /*
1930 ** Try to adjust the cost of WhereLoop pTemplate upwards or downwards so
1931 ** that:
1932 **
1933 **   (1) pTemplate costs less than any other WhereLoops that are a proper
1934 **       subset of pTemplate
1935 **
1936 **   (2) pTemplate costs more than any other WhereLoops for which pTemplate
1937 **       is a proper subset.
1938 **
1939 ** To say "WhereLoop X is a proper subset of Y" means that X uses fewer
1940 ** WHERE clause terms than Y and that every WHERE clause term used by X is
1941 ** also used by Y.
1942 */
1943 static void whereLoopAdjustCost(const WhereLoop *p, WhereLoop *pTemplate){
1944   if( (pTemplate->wsFlags & WHERE_INDEXED)==0 ) return;
1945   for(; p; p=p->pNextLoop){
1946     if( p->iTab!=pTemplate->iTab ) continue;
1947     if( (p->wsFlags & WHERE_INDEXED)==0 ) continue;
1948     if( whereLoopCheaperProperSubset(p, pTemplate) ){
1949       /* Adjust pTemplate cost downward so that it is cheaper than its
1950       ** subset p. */
1951       WHERETRACE(0x80,("subset cost adjustment %d,%d to %d,%d\n",
1952                        pTemplate->rRun, pTemplate->nOut, p->rRun, p->nOut-1));
1953       pTemplate->rRun = p->rRun;
1954       pTemplate->nOut = p->nOut - 1;
1955     }else if( whereLoopCheaperProperSubset(pTemplate, p) ){
1956       /* Adjust pTemplate cost upward so that it is costlier than p since
1957       ** pTemplate is a proper subset of p */
1958       WHERETRACE(0x80,("subset cost adjustment %d,%d to %d,%d\n",
1959                        pTemplate->rRun, pTemplate->nOut, p->rRun, p->nOut+1));
1960       pTemplate->rRun = p->rRun;
1961       pTemplate->nOut = p->nOut + 1;
1962     }
1963   }
1964 }
1965 
1966 /*
1967 ** Search the list of WhereLoops in *ppPrev looking for one that can be
1968 ** replaced by pTemplate.
1969 **
1970 ** Return NULL if pTemplate does not belong on the WhereLoop list.
1971 ** In other words if pTemplate ought to be dropped from further consideration.
1972 **
1973 ** If pX is a WhereLoop that pTemplate can replace, then return the
1974 ** link that points to pX.
1975 **
1976 ** If pTemplate cannot replace any existing element of the list but needs
1977 ** to be added to the list as a new entry, then return a pointer to the
1978 ** tail of the list.
1979 */
1980 static WhereLoop **whereLoopFindLesser(
1981   WhereLoop **ppPrev,
1982   const WhereLoop *pTemplate
1983 ){
1984   WhereLoop *p;
1985   for(p=(*ppPrev); p; ppPrev=&p->pNextLoop, p=*ppPrev){
1986     if( p->iTab!=pTemplate->iTab || p->iSortIdx!=pTemplate->iSortIdx ){
1987       /* If either the iTab or iSortIdx values for two WhereLoop are different
1988       ** then those WhereLoops need to be considered separately.  Neither is
1989       ** a candidate to replace the other. */
1990       continue;
1991     }
1992     /* In the current implementation, the rSetup value is either zero
1993     ** or the cost of building an automatic index (NlogN) and the NlogN
1994     ** is the same for compatible WhereLoops. */
1995     assert( p->rSetup==0 || pTemplate->rSetup==0
1996                  || p->rSetup==pTemplate->rSetup );
1997 
1998     /* whereLoopAddBtree() always generates and inserts the automatic index
1999     ** case first.  Hence compatible candidate WhereLoops never have a larger
2000     ** rSetup. Call this SETUP-INVARIANT */
2001     assert( p->rSetup>=pTemplate->rSetup );
2002 
2003     /* Any loop using an appliation-defined index (or PRIMARY KEY or
2004     ** UNIQUE constraint) with one or more == constraints is better
2005     ** than an automatic index. Unless it is a skip-scan. */
2006     if( (p->wsFlags & WHERE_AUTO_INDEX)!=0
2007      && (pTemplate->nSkip)==0
2008      && (pTemplate->wsFlags & WHERE_INDEXED)!=0
2009      && (pTemplate->wsFlags & WHERE_COLUMN_EQ)!=0
2010      && (p->prereq & pTemplate->prereq)==pTemplate->prereq
2011     ){
2012       break;
2013     }
2014 
2015     /* If existing WhereLoop p is better than pTemplate, pTemplate can be
2016     ** discarded.  WhereLoop p is better if:
2017     **   (1)  p has no more dependencies than pTemplate, and
2018     **   (2)  p has an equal or lower cost than pTemplate
2019     */
2020     if( (p->prereq & pTemplate->prereq)==p->prereq    /* (1)  */
2021      && p->rSetup<=pTemplate->rSetup                  /* (2a) */
2022      && p->rRun<=pTemplate->rRun                      /* (2b) */
2023      && p->nOut<=pTemplate->nOut                      /* (2c) */
2024     ){
2025       return 0;  /* Discard pTemplate */
2026     }
2027 
2028     /* If pTemplate is always better than p, then cause p to be overwritten
2029     ** with pTemplate.  pTemplate is better than p if:
2030     **   (1)  pTemplate has no more dependences than p, and
2031     **   (2)  pTemplate has an equal or lower cost than p.
2032     */
2033     if( (p->prereq & pTemplate->prereq)==pTemplate->prereq   /* (1)  */
2034      && p->rRun>=pTemplate->rRun                             /* (2a) */
2035      && p->nOut>=pTemplate->nOut                             /* (2b) */
2036     ){
2037       assert( p->rSetup>=pTemplate->rSetup ); /* SETUP-INVARIANT above */
2038       break;   /* Cause p to be overwritten by pTemplate */
2039     }
2040   }
2041   return ppPrev;
2042 }
2043 
2044 /*
2045 ** Insert or replace a WhereLoop entry using the template supplied.
2046 **
2047 ** An existing WhereLoop entry might be overwritten if the new template
2048 ** is better and has fewer dependencies.  Or the template will be ignored
2049 ** and no insert will occur if an existing WhereLoop is faster and has
2050 ** fewer dependencies than the template.  Otherwise a new WhereLoop is
2051 ** added based on the template.
2052 **
2053 ** If pBuilder->pOrSet is not NULL then we care about only the
2054 ** prerequisites and rRun and nOut costs of the N best loops.  That
2055 ** information is gathered in the pBuilder->pOrSet object.  This special
2056 ** processing mode is used only for OR clause processing.
2057 **
2058 ** When accumulating multiple loops (when pBuilder->pOrSet is NULL) we
2059 ** still might overwrite similar loops with the new template if the
2060 ** new template is better.  Loops may be overwritten if the following
2061 ** conditions are met:
2062 **
2063 **    (1)  They have the same iTab.
2064 **    (2)  They have the same iSortIdx.
2065 **    (3)  The template has same or fewer dependencies than the current loop
2066 **    (4)  The template has the same or lower cost than the current loop
2067 */
2068 static int whereLoopInsert(WhereLoopBuilder *pBuilder, WhereLoop *pTemplate){
2069   WhereLoop **ppPrev, *p;
2070   WhereInfo *pWInfo = pBuilder->pWInfo;
2071   sqlite3 *db = pWInfo->pParse->db;
2072   int rc;
2073 
2074   /* If pBuilder->pOrSet is defined, then only keep track of the costs
2075   ** and prereqs.
2076   */
2077   if( pBuilder->pOrSet!=0 ){
2078     if( pTemplate->nLTerm ){
2079 #if WHERETRACE_ENABLED
2080       u16 n = pBuilder->pOrSet->n;
2081       int x =
2082 #endif
2083       whereOrInsert(pBuilder->pOrSet, pTemplate->prereq, pTemplate->rRun,
2084                                     pTemplate->nOut);
2085 #if WHERETRACE_ENABLED /* 0x8 */
2086       if( sqlite3WhereTrace & 0x8 ){
2087         sqlite3DebugPrintf(x?"   or-%d:  ":"   or-X:  ", n);
2088         whereLoopPrint(pTemplate, pBuilder->pWC);
2089       }
2090 #endif
2091     }
2092     return SQLITE_OK;
2093   }
2094 
2095   /* Look for an existing WhereLoop to replace with pTemplate
2096   */
2097   whereLoopAdjustCost(pWInfo->pLoops, pTemplate);
2098   ppPrev = whereLoopFindLesser(&pWInfo->pLoops, pTemplate);
2099 
2100   if( ppPrev==0 ){
2101     /* There already exists a WhereLoop on the list that is better
2102     ** than pTemplate, so just ignore pTemplate */
2103 #if WHERETRACE_ENABLED /* 0x8 */
2104     if( sqlite3WhereTrace & 0x8 ){
2105       sqlite3DebugPrintf("   skip: ");
2106       whereLoopPrint(pTemplate, pBuilder->pWC);
2107     }
2108 #endif
2109     return SQLITE_OK;
2110   }else{
2111     p = *ppPrev;
2112   }
2113 
2114   /* If we reach this point it means that either p[] should be overwritten
2115   ** with pTemplate[] if p[] exists, or if p==NULL then allocate a new
2116   ** WhereLoop and insert it.
2117   */
2118 #if WHERETRACE_ENABLED /* 0x8 */
2119   if( sqlite3WhereTrace & 0x8 ){
2120     if( p!=0 ){
2121       sqlite3DebugPrintf("replace: ");
2122       whereLoopPrint(p, pBuilder->pWC);
2123       sqlite3DebugPrintf("   with: ");
2124     }else{
2125       sqlite3DebugPrintf("    add: ");
2126     }
2127     whereLoopPrint(pTemplate, pBuilder->pWC);
2128   }
2129 #endif
2130   if( p==0 ){
2131     /* Allocate a new WhereLoop to add to the end of the list */
2132     *ppPrev = p = sqlite3DbMallocRawNN(db, sizeof(WhereLoop));
2133     if( p==0 ) return SQLITE_NOMEM_BKPT;
2134     whereLoopInit(p);
2135     p->pNextLoop = 0;
2136   }else{
2137     /* We will be overwriting WhereLoop p[].  But before we do, first
2138     ** go through the rest of the list and delete any other entries besides
2139     ** p[] that are also supplated by pTemplate */
2140     WhereLoop **ppTail = &p->pNextLoop;
2141     WhereLoop *pToDel;
2142     while( *ppTail ){
2143       ppTail = whereLoopFindLesser(ppTail, pTemplate);
2144       if( ppTail==0 ) break;
2145       pToDel = *ppTail;
2146       if( pToDel==0 ) break;
2147       *ppTail = pToDel->pNextLoop;
2148 #if WHERETRACE_ENABLED /* 0x8 */
2149       if( sqlite3WhereTrace & 0x8 ){
2150         sqlite3DebugPrintf(" delete: ");
2151         whereLoopPrint(pToDel, pBuilder->pWC);
2152       }
2153 #endif
2154       whereLoopDelete(db, pToDel);
2155     }
2156   }
2157   rc = whereLoopXfer(db, p, pTemplate);
2158   if( (p->wsFlags & WHERE_VIRTUALTABLE)==0 ){
2159     Index *pIndex = p->u.btree.pIndex;
2160     if( pIndex && pIndex->tnum==0 ){
2161       p->u.btree.pIndex = 0;
2162     }
2163   }
2164   return rc;
2165 }
2166 
2167 /*
2168 ** Adjust the WhereLoop.nOut value downward to account for terms of the
2169 ** WHERE clause that reference the loop but which are not used by an
2170 ** index.
2171 *
2172 ** For every WHERE clause term that is not used by the index
2173 ** and which has a truth probability assigned by one of the likelihood(),
2174 ** likely(), or unlikely() SQL functions, reduce the estimated number
2175 ** of output rows by the probability specified.
2176 **
2177 ** TUNING:  For every WHERE clause term that is not used by the index
2178 ** and which does not have an assigned truth probability, heuristics
2179 ** described below are used to try to estimate the truth probability.
2180 ** TODO --> Perhaps this is something that could be improved by better
2181 ** table statistics.
2182 **
2183 ** Heuristic 1:  Estimate the truth probability as 93.75%.  The 93.75%
2184 ** value corresponds to -1 in LogEst notation, so this means decrement
2185 ** the WhereLoop.nOut field for every such WHERE clause term.
2186 **
2187 ** Heuristic 2:  If there exists one or more WHERE clause terms of the
2188 ** form "x==EXPR" and EXPR is not a constant 0 or 1, then make sure the
2189 ** final output row estimate is no greater than 1/4 of the total number
2190 ** of rows in the table.  In other words, assume that x==EXPR will filter
2191 ** out at least 3 out of 4 rows.  If EXPR is -1 or 0 or 1, then maybe the
2192 ** "x" column is boolean or else -1 or 0 or 1 is a common default value
2193 ** on the "x" column and so in that case only cap the output row estimate
2194 ** at 1/2 instead of 1/4.
2195 */
2196 static void whereLoopOutputAdjust(
2197   WhereClause *pWC,      /* The WHERE clause */
2198   WhereLoop *pLoop,      /* The loop to adjust downward */
2199   LogEst nRow            /* Number of rows in the entire table */
2200 ){
2201   WhereTerm *pTerm, *pX;
2202   Bitmask notAllowed = ~(pLoop->prereq|pLoop->maskSelf);
2203   int i, j, k;
2204   LogEst iReduce = 0;    /* pLoop->nOut should not exceed nRow-iReduce */
2205 
2206   assert( (pLoop->wsFlags & WHERE_AUTO_INDEX)==0 );
2207   for(i=pWC->nTerm, pTerm=pWC->a; i>0; i--, pTerm++){
2208     if( (pTerm->wtFlags & TERM_VIRTUAL)!=0 ) break;
2209     if( (pTerm->prereqAll & pLoop->maskSelf)==0 ) continue;
2210     if( (pTerm->prereqAll & notAllowed)!=0 ) continue;
2211     for(j=pLoop->nLTerm-1; j>=0; j--){
2212       pX = pLoop->aLTerm[j];
2213       if( pX==0 ) continue;
2214       if( pX==pTerm ) break;
2215       if( pX->iParent>=0 && (&pWC->a[pX->iParent])==pTerm ) break;
2216     }
2217     if( j<0 ){
2218       if( pTerm->truthProb<=0 ){
2219         /* If a truth probability is specified using the likelihood() hints,
2220         ** then use the probability provided by the application. */
2221         pLoop->nOut += pTerm->truthProb;
2222       }else{
2223         /* In the absence of explicit truth probabilities, use heuristics to
2224         ** guess a reasonable truth probability. */
2225         pLoop->nOut--;
2226         if( pTerm->eOperator&(WO_EQ|WO_IS) ){
2227           Expr *pRight = pTerm->pExpr->pRight;
2228           testcase( pTerm->pExpr->op==TK_IS );
2229           if( sqlite3ExprIsInteger(pRight, &k) && k>=(-1) && k<=1 ){
2230             k = 10;
2231           }else{
2232             k = 20;
2233           }
2234           if( iReduce<k ) iReduce = k;
2235         }
2236       }
2237     }
2238   }
2239   if( pLoop->nOut > nRow-iReduce )  pLoop->nOut = nRow - iReduce;
2240 }
2241 
2242 /*
2243 ** Term pTerm is a vector range comparison operation. The first comparison
2244 ** in the vector can be optimized using column nEq of the index. This
2245 ** function returns the total number of vector elements that can be used
2246 ** as part of the range comparison.
2247 **
2248 ** For example, if the query is:
2249 **
2250 **   WHERE a = ? AND (b, c, d) > (?, ?, ?)
2251 **
2252 ** and the index:
2253 **
2254 **   CREATE INDEX ... ON (a, b, c, d, e)
2255 **
2256 ** then this function would be invoked with nEq=1. The value returned in
2257 ** this case is 3.
2258 */
2259 static int whereRangeVectorLen(
2260   Parse *pParse,       /* Parsing context */
2261   int iCur,            /* Cursor open on pIdx */
2262   Index *pIdx,         /* The index to be used for a inequality constraint */
2263   int nEq,             /* Number of prior equality constraints on same index */
2264   WhereTerm *pTerm     /* The vector inequality constraint */
2265 ){
2266   int nCmp = sqlite3ExprVectorSize(pTerm->pExpr->pLeft);
2267   int i;
2268 
2269   nCmp = MIN(nCmp, (pIdx->nColumn - nEq));
2270   for(i=1; i<nCmp; i++){
2271     /* Test if comparison i of pTerm is compatible with column (i+nEq)
2272     ** of the index. If not, exit the loop.  */
2273     char aff;                     /* Comparison affinity */
2274     char idxaff = 0;              /* Indexed columns affinity */
2275     CollSeq *pColl;               /* Comparison collation sequence */
2276     Expr *pLhs = pTerm->pExpr->pLeft->x.pList->a[i].pExpr;
2277     Expr *pRhs = pTerm->pExpr->pRight;
2278     if( pRhs->flags & EP_xIsSelect ){
2279       pRhs = pRhs->x.pSelect->pEList->a[i].pExpr;
2280     }else{
2281       pRhs = pRhs->x.pList->a[i].pExpr;
2282     }
2283 
2284     /* Check that the LHS of the comparison is a column reference to
2285     ** the right column of the right source table. And that the sort
2286     ** order of the index column is the same as the sort order of the
2287     ** leftmost index column.  */
2288     if( pLhs->op!=TK_COLUMN
2289      || pLhs->iTable!=iCur
2290      || pLhs->iColumn!=pIdx->aiColumn[i+nEq]
2291      || pIdx->aSortOrder[i+nEq]!=pIdx->aSortOrder[nEq]
2292     ){
2293       break;
2294     }
2295 
2296     testcase( pLhs->iColumn==XN_ROWID );
2297     aff = sqlite3CompareAffinity(pRhs, sqlite3ExprAffinity(pLhs));
2298     idxaff = sqlite3TableColumnAffinity(pIdx->pTable, pLhs->iColumn);
2299     if( aff!=idxaff ) break;
2300 
2301     pColl = sqlite3BinaryCompareCollSeq(pParse, pLhs, pRhs);
2302     if( pColl==0 ) break;
2303     if( sqlite3StrICmp(pColl->zName, pIdx->azColl[i+nEq]) ) break;
2304   }
2305   return i;
2306 }
2307 
2308 /*
2309 ** Adjust the cost C by the costMult facter T.  This only occurs if
2310 ** compiled with -DSQLITE_ENABLE_COSTMULT
2311 */
2312 #ifdef SQLITE_ENABLE_COSTMULT
2313 # define ApplyCostMultiplier(C,T)  C += T
2314 #else
2315 # define ApplyCostMultiplier(C,T)
2316 #endif
2317 
2318 /*
2319 ** We have so far matched pBuilder->pNew->u.btree.nEq terms of the
2320 ** index pIndex. Try to match one more.
2321 **
2322 ** When this function is called, pBuilder->pNew->nOut contains the
2323 ** number of rows expected to be visited by filtering using the nEq
2324 ** terms only. If it is modified, this value is restored before this
2325 ** function returns.
2326 **
2327 ** If pProbe->tnum==0, that means pIndex is a fake index used for the
2328 ** INTEGER PRIMARY KEY.
2329 */
2330 static int whereLoopAddBtreeIndex(
2331   WhereLoopBuilder *pBuilder,     /* The WhereLoop factory */
2332   struct SrcList_item *pSrc,      /* FROM clause term being analyzed */
2333   Index *pProbe,                  /* An index on pSrc */
2334   LogEst nInMul                   /* log(Number of iterations due to IN) */
2335 ){
2336   WhereInfo *pWInfo = pBuilder->pWInfo;  /* WHERE analyse context */
2337   Parse *pParse = pWInfo->pParse;        /* Parsing context */
2338   sqlite3 *db = pParse->db;       /* Database connection malloc context */
2339   WhereLoop *pNew;                /* Template WhereLoop under construction */
2340   WhereTerm *pTerm;               /* A WhereTerm under consideration */
2341   int opMask;                     /* Valid operators for constraints */
2342   WhereScan scan;                 /* Iterator for WHERE terms */
2343   Bitmask saved_prereq;           /* Original value of pNew->prereq */
2344   u16 saved_nLTerm;               /* Original value of pNew->nLTerm */
2345   u16 saved_nEq;                  /* Original value of pNew->u.btree.nEq */
2346   u16 saved_nBtm;                 /* Original value of pNew->u.btree.nBtm */
2347   u16 saved_nTop;                 /* Original value of pNew->u.btree.nTop */
2348   u16 saved_nSkip;                /* Original value of pNew->nSkip */
2349   u32 saved_wsFlags;              /* Original value of pNew->wsFlags */
2350   LogEst saved_nOut;              /* Original value of pNew->nOut */
2351   int rc = SQLITE_OK;             /* Return code */
2352   LogEst rSize;                   /* Number of rows in the table */
2353   LogEst rLogSize;                /* Logarithm of table size */
2354   WhereTerm *pTop = 0, *pBtm = 0; /* Top and bottom range constraints */
2355 
2356   pNew = pBuilder->pNew;
2357   if( db->mallocFailed ) return SQLITE_NOMEM_BKPT;
2358   WHERETRACE(0x800, ("BEGIN addBtreeIdx(%s), nEq=%d\n",
2359                      pProbe->zName, pNew->u.btree.nEq));
2360 
2361   assert( (pNew->wsFlags & WHERE_VIRTUALTABLE)==0 );
2362   assert( (pNew->wsFlags & WHERE_TOP_LIMIT)==0 );
2363   if( pNew->wsFlags & WHERE_BTM_LIMIT ){
2364     opMask = WO_LT|WO_LE;
2365   }else{
2366     assert( pNew->u.btree.nBtm==0 );
2367     opMask = WO_EQ|WO_IN|WO_GT|WO_GE|WO_LT|WO_LE|WO_ISNULL|WO_IS;
2368   }
2369   if( pProbe->bUnordered ) opMask &= ~(WO_GT|WO_GE|WO_LT|WO_LE);
2370 
2371   assert( pNew->u.btree.nEq<pProbe->nColumn );
2372 
2373   saved_nEq = pNew->u.btree.nEq;
2374   saved_nBtm = pNew->u.btree.nBtm;
2375   saved_nTop = pNew->u.btree.nTop;
2376   saved_nSkip = pNew->nSkip;
2377   saved_nLTerm = pNew->nLTerm;
2378   saved_wsFlags = pNew->wsFlags;
2379   saved_prereq = pNew->prereq;
2380   saved_nOut = pNew->nOut;
2381   pTerm = whereScanInit(&scan, pBuilder->pWC, pSrc->iCursor, saved_nEq,
2382                         opMask, pProbe);
2383   pNew->rSetup = 0;
2384   rSize = pProbe->aiRowLogEst[0];
2385   rLogSize = estLog(rSize);
2386   for(; rc==SQLITE_OK && pTerm!=0; pTerm = whereScanNext(&scan)){
2387     u16 eOp = pTerm->eOperator;   /* Shorthand for pTerm->eOperator */
2388     LogEst rCostIdx;
2389     LogEst nOutUnadjusted;        /* nOut before IN() and WHERE adjustments */
2390     int nIn = 0;
2391 #ifdef SQLITE_ENABLE_STAT3_OR_STAT4
2392     int nRecValid = pBuilder->nRecValid;
2393 #endif
2394     if( (eOp==WO_ISNULL || (pTerm->wtFlags&TERM_VNULL)!=0)
2395      && indexColumnNotNull(pProbe, saved_nEq)
2396     ){
2397       continue; /* ignore IS [NOT] NULL constraints on NOT NULL columns */
2398     }
2399     if( pTerm->prereqRight & pNew->maskSelf ) continue;
2400 
2401     /* Do not allow the upper bound of a LIKE optimization range constraint
2402     ** to mix with a lower range bound from some other source */
2403     if( pTerm->wtFlags & TERM_LIKEOPT && pTerm->eOperator==WO_LT ) continue;
2404 
2405     /* Do not allow IS constraints from the WHERE clause to be used by the
2406     ** right table of a LEFT JOIN.  Only constraints in the ON clause are
2407     ** allowed */
2408     if( (pSrc->fg.jointype & JT_LEFT)!=0
2409      && !ExprHasProperty(pTerm->pExpr, EP_FromJoin)
2410      && (eOp & (WO_IS|WO_ISNULL))!=0
2411     ){
2412       testcase( eOp & WO_IS );
2413       testcase( eOp & WO_ISNULL );
2414       continue;
2415     }
2416 
2417     if( IsUniqueIndex(pProbe) && saved_nEq==pProbe->nKeyCol-1 ){
2418       pBuilder->bldFlags |= SQLITE_BLDF_UNIQUE;
2419     }else{
2420       pBuilder->bldFlags |= SQLITE_BLDF_INDEXED;
2421     }
2422     pNew->wsFlags = saved_wsFlags;
2423     pNew->u.btree.nEq = saved_nEq;
2424     pNew->u.btree.nBtm = saved_nBtm;
2425     pNew->u.btree.nTop = saved_nTop;
2426     pNew->nLTerm = saved_nLTerm;
2427     if( whereLoopResize(db, pNew, pNew->nLTerm+1) ) break; /* OOM */
2428     pNew->aLTerm[pNew->nLTerm++] = pTerm;
2429     pNew->prereq = (saved_prereq | pTerm->prereqRight) & ~pNew->maskSelf;
2430 
2431     assert( nInMul==0
2432         || (pNew->wsFlags & WHERE_COLUMN_NULL)!=0
2433         || (pNew->wsFlags & WHERE_COLUMN_IN)!=0
2434         || (pNew->wsFlags & WHERE_SKIPSCAN)!=0
2435     );
2436 
2437     if( eOp & WO_IN ){
2438       Expr *pExpr = pTerm->pExpr;
2439       pNew->wsFlags |= WHERE_COLUMN_IN;
2440       if( ExprHasProperty(pExpr, EP_xIsSelect) ){
2441         /* "x IN (SELECT ...)":  TUNING: the SELECT returns 25 rows */
2442         int i;
2443         nIn = 46;  assert( 46==sqlite3LogEst(25) );
2444 
2445         /* The expression may actually be of the form (x, y) IN (SELECT...).
2446         ** In this case there is a separate term for each of (x) and (y).
2447         ** However, the nIn multiplier should only be applied once, not once
2448         ** for each such term. The following loop checks that pTerm is the
2449         ** first such term in use, and sets nIn back to 0 if it is not. */
2450         for(i=0; i<pNew->nLTerm-1; i++){
2451           if( pNew->aLTerm[i] && pNew->aLTerm[i]->pExpr==pExpr ) nIn = 0;
2452         }
2453       }else if( ALWAYS(pExpr->x.pList && pExpr->x.pList->nExpr) ){
2454         /* "x IN (value, value, ...)" */
2455         nIn = sqlite3LogEst(pExpr->x.pList->nExpr);
2456         assert( nIn>0 );  /* RHS always has 2 or more terms...  The parser
2457                           ** changes "x IN (?)" into "x=?". */
2458       }
2459     }else if( eOp & (WO_EQ|WO_IS) ){
2460       int iCol = pProbe->aiColumn[saved_nEq];
2461       pNew->wsFlags |= WHERE_COLUMN_EQ;
2462       assert( saved_nEq==pNew->u.btree.nEq );
2463       if( iCol==XN_ROWID
2464        || (iCol>0 && nInMul==0 && saved_nEq==pProbe->nKeyCol-1)
2465       ){
2466         if( iCol>=0 && pProbe->uniqNotNull==0 ){
2467           pNew->wsFlags |= WHERE_UNQ_WANTED;
2468         }else{
2469           pNew->wsFlags |= WHERE_ONEROW;
2470         }
2471       }
2472     }else if( eOp & WO_ISNULL ){
2473       pNew->wsFlags |= WHERE_COLUMN_NULL;
2474     }else if( eOp & (WO_GT|WO_GE) ){
2475       testcase( eOp & WO_GT );
2476       testcase( eOp & WO_GE );
2477       pNew->wsFlags |= WHERE_COLUMN_RANGE|WHERE_BTM_LIMIT;
2478       pNew->u.btree.nBtm = whereRangeVectorLen(
2479           pParse, pSrc->iCursor, pProbe, saved_nEq, pTerm
2480       );
2481       pBtm = pTerm;
2482       pTop = 0;
2483       if( pTerm->wtFlags & TERM_LIKEOPT ){
2484         /* Range contraints that come from the LIKE optimization are
2485         ** always used in pairs. */
2486         pTop = &pTerm[1];
2487         assert( (pTop-(pTerm->pWC->a))<pTerm->pWC->nTerm );
2488         assert( pTop->wtFlags & TERM_LIKEOPT );
2489         assert( pTop->eOperator==WO_LT );
2490         if( whereLoopResize(db, pNew, pNew->nLTerm+1) ) break; /* OOM */
2491         pNew->aLTerm[pNew->nLTerm++] = pTop;
2492         pNew->wsFlags |= WHERE_TOP_LIMIT;
2493         pNew->u.btree.nTop = 1;
2494       }
2495     }else{
2496       assert( eOp & (WO_LT|WO_LE) );
2497       testcase( eOp & WO_LT );
2498       testcase( eOp & WO_LE );
2499       pNew->wsFlags |= WHERE_COLUMN_RANGE|WHERE_TOP_LIMIT;
2500       pNew->u.btree.nTop = whereRangeVectorLen(
2501           pParse, pSrc->iCursor, pProbe, saved_nEq, pTerm
2502       );
2503       pTop = pTerm;
2504       pBtm = (pNew->wsFlags & WHERE_BTM_LIMIT)!=0 ?
2505                      pNew->aLTerm[pNew->nLTerm-2] : 0;
2506     }
2507 
2508     /* At this point pNew->nOut is set to the number of rows expected to
2509     ** be visited by the index scan before considering term pTerm, or the
2510     ** values of nIn and nInMul. In other words, assuming that all
2511     ** "x IN(...)" terms are replaced with "x = ?". This block updates
2512     ** the value of pNew->nOut to account for pTerm (but not nIn/nInMul).  */
2513     assert( pNew->nOut==saved_nOut );
2514     if( pNew->wsFlags & WHERE_COLUMN_RANGE ){
2515       /* Adjust nOut using stat3/stat4 data. Or, if there is no stat3/stat4
2516       ** data, using some other estimate.  */
2517       whereRangeScanEst(pParse, pBuilder, pBtm, pTop, pNew);
2518     }else{
2519       int nEq = ++pNew->u.btree.nEq;
2520       assert( eOp & (WO_ISNULL|WO_EQ|WO_IN|WO_IS) );
2521 
2522       assert( pNew->nOut==saved_nOut );
2523       if( pTerm->truthProb<=0 && pProbe->aiColumn[saved_nEq]>=0 ){
2524         assert( (eOp & WO_IN) || nIn==0 );
2525         testcase( eOp & WO_IN );
2526         pNew->nOut += pTerm->truthProb;
2527         pNew->nOut -= nIn;
2528       }else{
2529 #ifdef SQLITE_ENABLE_STAT3_OR_STAT4
2530         tRowcnt nOut = 0;
2531         if( nInMul==0
2532          && pProbe->nSample
2533          && pNew->u.btree.nEq<=pProbe->nSampleCol
2534          && ((eOp & WO_IN)==0 || !ExprHasProperty(pTerm->pExpr, EP_xIsSelect))
2535         ){
2536           Expr *pExpr = pTerm->pExpr;
2537           if( (eOp & (WO_EQ|WO_ISNULL|WO_IS))!=0 ){
2538             testcase( eOp & WO_EQ );
2539             testcase( eOp & WO_IS );
2540             testcase( eOp & WO_ISNULL );
2541             rc = whereEqualScanEst(pParse, pBuilder, pExpr->pRight, &nOut);
2542           }else{
2543             rc = whereInScanEst(pParse, pBuilder, pExpr->x.pList, &nOut);
2544           }
2545           if( rc==SQLITE_NOTFOUND ) rc = SQLITE_OK;
2546           if( rc!=SQLITE_OK ) break;          /* Jump out of the pTerm loop */
2547           if( nOut ){
2548             pNew->nOut = sqlite3LogEst(nOut);
2549             if( pNew->nOut>saved_nOut ) pNew->nOut = saved_nOut;
2550             pNew->nOut -= nIn;
2551           }
2552         }
2553         if( nOut==0 )
2554 #endif
2555         {
2556           pNew->nOut += (pProbe->aiRowLogEst[nEq] - pProbe->aiRowLogEst[nEq-1]);
2557           if( eOp & WO_ISNULL ){
2558             /* TUNING: If there is no likelihood() value, assume that a
2559             ** "col IS NULL" expression matches twice as many rows
2560             ** as (col=?). */
2561             pNew->nOut += 10;
2562           }
2563         }
2564       }
2565     }
2566 
2567     /* Set rCostIdx to the cost of visiting selected rows in index. Add
2568     ** it to pNew->rRun, which is currently set to the cost of the index
2569     ** seek only. Then, if this is a non-covering index, add the cost of
2570     ** visiting the rows in the main table.  */
2571     rCostIdx = pNew->nOut + 1 + (15*pProbe->szIdxRow)/pSrc->pTab->szTabRow;
2572     pNew->rRun = sqlite3LogEstAdd(rLogSize, rCostIdx);
2573     if( (pNew->wsFlags & (WHERE_IDX_ONLY|WHERE_IPK))==0 ){
2574       pNew->rRun = sqlite3LogEstAdd(pNew->rRun, pNew->nOut + 16);
2575     }
2576     ApplyCostMultiplier(pNew->rRun, pProbe->pTable->costMult);
2577 
2578     nOutUnadjusted = pNew->nOut;
2579     pNew->rRun += nInMul + nIn;
2580     pNew->nOut += nInMul + nIn;
2581     whereLoopOutputAdjust(pBuilder->pWC, pNew, rSize);
2582     rc = whereLoopInsert(pBuilder, pNew);
2583 
2584     if( pNew->wsFlags & WHERE_COLUMN_RANGE ){
2585       pNew->nOut = saved_nOut;
2586     }else{
2587       pNew->nOut = nOutUnadjusted;
2588     }
2589 
2590     if( (pNew->wsFlags & WHERE_TOP_LIMIT)==0
2591      && pNew->u.btree.nEq<pProbe->nColumn
2592     ){
2593       whereLoopAddBtreeIndex(pBuilder, pSrc, pProbe, nInMul+nIn);
2594     }
2595     pNew->nOut = saved_nOut;
2596 #ifdef SQLITE_ENABLE_STAT3_OR_STAT4
2597     pBuilder->nRecValid = nRecValid;
2598 #endif
2599   }
2600   pNew->prereq = saved_prereq;
2601   pNew->u.btree.nEq = saved_nEq;
2602   pNew->u.btree.nBtm = saved_nBtm;
2603   pNew->u.btree.nTop = saved_nTop;
2604   pNew->nSkip = saved_nSkip;
2605   pNew->wsFlags = saved_wsFlags;
2606   pNew->nOut = saved_nOut;
2607   pNew->nLTerm = saved_nLTerm;
2608 
2609   /* Consider using a skip-scan if there are no WHERE clause constraints
2610   ** available for the left-most terms of the index, and if the average
2611   ** number of repeats in the left-most terms is at least 18.
2612   **
2613   ** The magic number 18 is selected on the basis that scanning 17 rows
2614   ** is almost always quicker than an index seek (even though if the index
2615   ** contains fewer than 2^17 rows we assume otherwise in other parts of
2616   ** the code). And, even if it is not, it should not be too much slower.
2617   ** On the other hand, the extra seeks could end up being significantly
2618   ** more expensive.  */
2619   assert( 42==sqlite3LogEst(18) );
2620   if( saved_nEq==saved_nSkip
2621    && saved_nEq+1<pProbe->nKeyCol
2622    && pProbe->noSkipScan==0
2623    && pProbe->aiRowLogEst[saved_nEq+1]>=42  /* TUNING: Minimum for skip-scan */
2624    && (rc = whereLoopResize(db, pNew, pNew->nLTerm+1))==SQLITE_OK
2625   ){
2626     LogEst nIter;
2627     pNew->u.btree.nEq++;
2628     pNew->nSkip++;
2629     pNew->aLTerm[pNew->nLTerm++] = 0;
2630     pNew->wsFlags |= WHERE_SKIPSCAN;
2631     nIter = pProbe->aiRowLogEst[saved_nEq] - pProbe->aiRowLogEst[saved_nEq+1];
2632     pNew->nOut -= nIter;
2633     /* TUNING:  Because uncertainties in the estimates for skip-scan queries,
2634     ** add a 1.375 fudge factor to make skip-scan slightly less likely. */
2635     nIter += 5;
2636     whereLoopAddBtreeIndex(pBuilder, pSrc, pProbe, nIter + nInMul);
2637     pNew->nOut = saved_nOut;
2638     pNew->u.btree.nEq = saved_nEq;
2639     pNew->nSkip = saved_nSkip;
2640     pNew->wsFlags = saved_wsFlags;
2641   }
2642 
2643   WHERETRACE(0x800, ("END addBtreeIdx(%s), nEq=%d, rc=%d\n",
2644                       pProbe->zName, saved_nEq, rc));
2645   return rc;
2646 }
2647 
2648 /*
2649 ** Return True if it is possible that pIndex might be useful in
2650 ** implementing the ORDER BY clause in pBuilder.
2651 **
2652 ** Return False if pBuilder does not contain an ORDER BY clause or
2653 ** if there is no way for pIndex to be useful in implementing that
2654 ** ORDER BY clause.
2655 */
2656 static int indexMightHelpWithOrderBy(
2657   WhereLoopBuilder *pBuilder,
2658   Index *pIndex,
2659   int iCursor
2660 ){
2661   ExprList *pOB;
2662   ExprList *aColExpr;
2663   int ii, jj;
2664 
2665   if( pIndex->bUnordered ) return 0;
2666   if( (pOB = pBuilder->pWInfo->pOrderBy)==0 ) return 0;
2667   for(ii=0; ii<pOB->nExpr; ii++){
2668     Expr *pExpr = sqlite3ExprSkipCollate(pOB->a[ii].pExpr);
2669     if( pExpr->op==TK_COLUMN && pExpr->iTable==iCursor ){
2670       if( pExpr->iColumn<0 ) return 1;
2671       for(jj=0; jj<pIndex->nKeyCol; jj++){
2672         if( pExpr->iColumn==pIndex->aiColumn[jj] ) return 1;
2673       }
2674     }else if( (aColExpr = pIndex->aColExpr)!=0 ){
2675       for(jj=0; jj<pIndex->nKeyCol; jj++){
2676         if( pIndex->aiColumn[jj]!=XN_EXPR ) continue;
2677         if( sqlite3ExprCompareSkip(pExpr,aColExpr->a[jj].pExpr,iCursor)==0 ){
2678           return 1;
2679         }
2680       }
2681     }
2682   }
2683   return 0;
2684 }
2685 
2686 /*
2687 ** Return a bitmask where 1s indicate that the corresponding column of
2688 ** the table is used by an index.  Only the first 63 columns are considered.
2689 */
2690 static Bitmask columnsInIndex(Index *pIdx){
2691   Bitmask m = 0;
2692   int j;
2693   for(j=pIdx->nColumn-1; j>=0; j--){
2694     int x = pIdx->aiColumn[j];
2695     if( x>=0 ){
2696       testcase( x==BMS-1 );
2697       testcase( x==BMS-2 );
2698       if( x<BMS-1 ) m |= MASKBIT(x);
2699     }
2700   }
2701   return m;
2702 }
2703 
2704 /* Check to see if a partial index with pPartIndexWhere can be used
2705 ** in the current query.  Return true if it can be and false if not.
2706 */
2707 static int whereUsablePartialIndex(int iTab, WhereClause *pWC, Expr *pWhere){
2708   int i;
2709   WhereTerm *pTerm;
2710   Parse *pParse = pWC->pWInfo->pParse;
2711   while( pWhere->op==TK_AND ){
2712     if( !whereUsablePartialIndex(iTab,pWC,pWhere->pLeft) ) return 0;
2713     pWhere = pWhere->pRight;
2714   }
2715   if( pParse->db->flags & SQLITE_EnableQPSG ) pParse = 0;
2716   for(i=0, pTerm=pWC->a; i<pWC->nTerm; i++, pTerm++){
2717     Expr *pExpr = pTerm->pExpr;
2718     if( (!ExprHasProperty(pExpr, EP_FromJoin) || pExpr->iRightJoinTable==iTab)
2719      && sqlite3ExprImpliesExpr(pParse, pExpr, pWhere, iTab)
2720     ){
2721       return 1;
2722     }
2723   }
2724   return 0;
2725 }
2726 
2727 /*
2728 ** Add all WhereLoop objects for a single table of the join where the table
2729 ** is identified by pBuilder->pNew->iTab.  That table is guaranteed to be
2730 ** a b-tree table, not a virtual table.
2731 **
2732 ** The costs (WhereLoop.rRun) of the b-tree loops added by this function
2733 ** are calculated as follows:
2734 **
2735 ** For a full scan, assuming the table (or index) contains nRow rows:
2736 **
2737 **     cost = nRow * 3.0                    // full-table scan
2738 **     cost = nRow * K                      // scan of covering index
2739 **     cost = nRow * (K+3.0)                // scan of non-covering index
2740 **
2741 ** where K is a value between 1.1 and 3.0 set based on the relative
2742 ** estimated average size of the index and table records.
2743 **
2744 ** For an index scan, where nVisit is the number of index rows visited
2745 ** by the scan, and nSeek is the number of seek operations required on
2746 ** the index b-tree:
2747 **
2748 **     cost = nSeek * (log(nRow) + K * nVisit)          // covering index
2749 **     cost = nSeek * (log(nRow) + (K+3.0) * nVisit)    // non-covering index
2750 **
2751 ** Normally, nSeek is 1. nSeek values greater than 1 come about if the
2752 ** WHERE clause includes "x IN (....)" terms used in place of "x=?". Or when
2753 ** implicit "x IN (SELECT x FROM tbl)" terms are added for skip-scans.
2754 **
2755 ** The estimated values (nRow, nVisit, nSeek) often contain a large amount
2756 ** of uncertainty.  For this reason, scoring is designed to pick plans that
2757 ** "do the least harm" if the estimates are inaccurate.  For example, a
2758 ** log(nRow) factor is omitted from a non-covering index scan in order to
2759 ** bias the scoring in favor of using an index, since the worst-case
2760 ** performance of using an index is far better than the worst-case performance
2761 ** of a full table scan.
2762 */
2763 static int whereLoopAddBtree(
2764   WhereLoopBuilder *pBuilder, /* WHERE clause information */
2765   Bitmask mPrereq             /* Extra prerequesites for using this table */
2766 ){
2767   WhereInfo *pWInfo;          /* WHERE analysis context */
2768   Index *pProbe;              /* An index we are evaluating */
2769   Index sPk;                  /* A fake index object for the primary key */
2770   LogEst aiRowEstPk[2];       /* The aiRowLogEst[] value for the sPk index */
2771   i16 aiColumnPk = -1;        /* The aColumn[] value for the sPk index */
2772   SrcList *pTabList;          /* The FROM clause */
2773   struct SrcList_item *pSrc;  /* The FROM clause btree term to add */
2774   WhereLoop *pNew;            /* Template WhereLoop object */
2775   int rc = SQLITE_OK;         /* Return code */
2776   int iSortIdx = 1;           /* Index number */
2777   int b;                      /* A boolean value */
2778   LogEst rSize;               /* number of rows in the table */
2779   LogEst rLogSize;            /* Logarithm of the number of rows in the table */
2780   WhereClause *pWC;           /* The parsed WHERE clause */
2781   Table *pTab;                /* Table being queried */
2782 
2783   pNew = pBuilder->pNew;
2784   pWInfo = pBuilder->pWInfo;
2785   pTabList = pWInfo->pTabList;
2786   pSrc = pTabList->a + pNew->iTab;
2787   pTab = pSrc->pTab;
2788   pWC = pBuilder->pWC;
2789   assert( !IsVirtual(pSrc->pTab) );
2790 
2791   if( pSrc->pIBIndex ){
2792     /* An INDEXED BY clause specifies a particular index to use */
2793     pProbe = pSrc->pIBIndex;
2794   }else if( !HasRowid(pTab) ){
2795     pProbe = pTab->pIndex;
2796   }else{
2797     /* There is no INDEXED BY clause.  Create a fake Index object in local
2798     ** variable sPk to represent the rowid primary key index.  Make this
2799     ** fake index the first in a chain of Index objects with all of the real
2800     ** indices to follow */
2801     Index *pFirst;                  /* First of real indices on the table */
2802     memset(&sPk, 0, sizeof(Index));
2803     sPk.nKeyCol = 1;
2804     sPk.nColumn = 1;
2805     sPk.aiColumn = &aiColumnPk;
2806     sPk.aiRowLogEst = aiRowEstPk;
2807     sPk.onError = OE_Replace;
2808     sPk.pTable = pTab;
2809     sPk.szIdxRow = pTab->szTabRow;
2810     aiRowEstPk[0] = pTab->nRowLogEst;
2811     aiRowEstPk[1] = 0;
2812     pFirst = pSrc->pTab->pIndex;
2813     if( pSrc->fg.notIndexed==0 ){
2814       /* The real indices of the table are only considered if the
2815       ** NOT INDEXED qualifier is omitted from the FROM clause */
2816       sPk.pNext = pFirst;
2817     }
2818     pProbe = &sPk;
2819   }
2820   rSize = pTab->nRowLogEst;
2821   rLogSize = estLog(rSize);
2822 
2823 #ifndef SQLITE_OMIT_AUTOMATIC_INDEX
2824   /* Automatic indexes */
2825   if( !pBuilder->pOrSet      /* Not part of an OR optimization */
2826    && (pWInfo->wctrlFlags & WHERE_OR_SUBCLAUSE)==0
2827    && (pWInfo->pParse->db->flags & SQLITE_AutoIndex)!=0
2828    && pSrc->pIBIndex==0      /* Has no INDEXED BY clause */
2829    && !pSrc->fg.notIndexed   /* Has no NOT INDEXED clause */
2830    && HasRowid(pTab)         /* Not WITHOUT ROWID table. (FIXME: Why not?) */
2831    && !pSrc->fg.isCorrelated /* Not a correlated subquery */
2832    && !pSrc->fg.isRecursive  /* Not a recursive common table expression. */
2833   ){
2834     /* Generate auto-index WhereLoops */
2835     WhereTerm *pTerm;
2836     WhereTerm *pWCEnd = pWC->a + pWC->nTerm;
2837     for(pTerm=pWC->a; rc==SQLITE_OK && pTerm<pWCEnd; pTerm++){
2838       if( pTerm->prereqRight & pNew->maskSelf ) continue;
2839       if( termCanDriveIndex(pTerm, pSrc, 0) ){
2840         pNew->u.btree.nEq = 1;
2841         pNew->nSkip = 0;
2842         pNew->u.btree.pIndex = 0;
2843         pNew->nLTerm = 1;
2844         pNew->aLTerm[0] = pTerm;
2845         /* TUNING: One-time cost for computing the automatic index is
2846         ** estimated to be X*N*log2(N) where N is the number of rows in
2847         ** the table being indexed and where X is 7 (LogEst=28) for normal
2848         ** tables or 1.375 (LogEst=4) for views and subqueries.  The value
2849         ** of X is smaller for views and subqueries so that the query planner
2850         ** will be more aggressive about generating automatic indexes for
2851         ** those objects, since there is no opportunity to add schema
2852         ** indexes on subqueries and views. */
2853         pNew->rSetup = rLogSize + rSize + 4;
2854         if( pTab->pSelect==0 && (pTab->tabFlags & TF_Ephemeral)==0 ){
2855           pNew->rSetup += 24;
2856         }
2857         ApplyCostMultiplier(pNew->rSetup, pTab->costMult);
2858         if( pNew->rSetup<0 ) pNew->rSetup = 0;
2859         /* TUNING: Each index lookup yields 20 rows in the table.  This
2860         ** is more than the usual guess of 10 rows, since we have no way
2861         ** of knowing how selective the index will ultimately be.  It would
2862         ** not be unreasonable to make this value much larger. */
2863         pNew->nOut = 43;  assert( 43==sqlite3LogEst(20) );
2864         pNew->rRun = sqlite3LogEstAdd(rLogSize,pNew->nOut);
2865         pNew->wsFlags = WHERE_AUTO_INDEX;
2866         pNew->prereq = mPrereq | pTerm->prereqRight;
2867         rc = whereLoopInsert(pBuilder, pNew);
2868       }
2869     }
2870   }
2871 #endif /* SQLITE_OMIT_AUTOMATIC_INDEX */
2872 
2873   /* Loop over all indices
2874   */
2875   for(; rc==SQLITE_OK && pProbe; pProbe=pProbe->pNext, iSortIdx++){
2876     if( pProbe->pPartIdxWhere!=0
2877      && !whereUsablePartialIndex(pSrc->iCursor, pWC, pProbe->pPartIdxWhere) ){
2878       testcase( pNew->iTab!=pSrc->iCursor );  /* See ticket [98d973b8f5] */
2879       continue;  /* Partial index inappropriate for this query */
2880     }
2881     rSize = pProbe->aiRowLogEst[0];
2882     pNew->u.btree.nEq = 0;
2883     pNew->u.btree.nBtm = 0;
2884     pNew->u.btree.nTop = 0;
2885     pNew->nSkip = 0;
2886     pNew->nLTerm = 0;
2887     pNew->iSortIdx = 0;
2888     pNew->rSetup = 0;
2889     pNew->prereq = mPrereq;
2890     pNew->nOut = rSize;
2891     pNew->u.btree.pIndex = pProbe;
2892     b = indexMightHelpWithOrderBy(pBuilder, pProbe, pSrc->iCursor);
2893     /* The ONEPASS_DESIRED flags never occurs together with ORDER BY */
2894     assert( (pWInfo->wctrlFlags & WHERE_ONEPASS_DESIRED)==0 || b==0 );
2895     if( pProbe->tnum<=0 ){
2896       /* Integer primary key index */
2897       pNew->wsFlags = WHERE_IPK;
2898 
2899       /* Full table scan */
2900       pNew->iSortIdx = b ? iSortIdx : 0;
2901       /* TUNING: Cost of full table scan is (N*3.0). */
2902       pNew->rRun = rSize + 16;
2903       ApplyCostMultiplier(pNew->rRun, pTab->costMult);
2904       whereLoopOutputAdjust(pWC, pNew, rSize);
2905       rc = whereLoopInsert(pBuilder, pNew);
2906       pNew->nOut = rSize;
2907       if( rc ) break;
2908     }else{
2909       Bitmask m;
2910       if( pProbe->isCovering ){
2911         pNew->wsFlags = WHERE_IDX_ONLY | WHERE_INDEXED;
2912         m = 0;
2913       }else{
2914         m = pSrc->colUsed & ~columnsInIndex(pProbe);
2915         pNew->wsFlags = (m==0) ? (WHERE_IDX_ONLY|WHERE_INDEXED) : WHERE_INDEXED;
2916       }
2917 
2918       /* Full scan via index */
2919       if( b
2920        || !HasRowid(pTab)
2921        || pProbe->pPartIdxWhere!=0
2922        || ( m==0
2923          && pProbe->bUnordered==0
2924          && (pProbe->szIdxRow<pTab->szTabRow)
2925          && (pWInfo->wctrlFlags & WHERE_ONEPASS_DESIRED)==0
2926          && sqlite3GlobalConfig.bUseCis
2927          && OptimizationEnabled(pWInfo->pParse->db, SQLITE_CoverIdxScan)
2928           )
2929       ){
2930         pNew->iSortIdx = b ? iSortIdx : 0;
2931 
2932         /* The cost of visiting the index rows is N*K, where K is
2933         ** between 1.1 and 3.0, depending on the relative sizes of the
2934         ** index and table rows. */
2935         pNew->rRun = rSize + 1 + (15*pProbe->szIdxRow)/pTab->szTabRow;
2936         if( m!=0 ){
2937           /* If this is a non-covering index scan, add in the cost of
2938           ** doing table lookups.  The cost will be 3x the number of
2939           ** lookups.  Take into account WHERE clause terms that can be
2940           ** satisfied using just the index, and that do not require a
2941           ** table lookup. */
2942           LogEst nLookup = rSize + 16;  /* Base cost:  N*3 */
2943           int ii;
2944           int iCur = pSrc->iCursor;
2945           WhereClause *pWC2 = &pWInfo->sWC;
2946           for(ii=0; ii<pWC2->nTerm; ii++){
2947             WhereTerm *pTerm = &pWC2->a[ii];
2948             if( !sqlite3ExprCoveredByIndex(pTerm->pExpr, iCur, pProbe) ){
2949               break;
2950             }
2951             /* pTerm can be evaluated using just the index.  So reduce
2952             ** the expected number of table lookups accordingly */
2953             if( pTerm->truthProb<=0 ){
2954               nLookup += pTerm->truthProb;
2955             }else{
2956               nLookup--;
2957               if( pTerm->eOperator & (WO_EQ|WO_IS) ) nLookup -= 19;
2958             }
2959           }
2960 
2961           pNew->rRun = sqlite3LogEstAdd(pNew->rRun, nLookup);
2962         }
2963         ApplyCostMultiplier(pNew->rRun, pTab->costMult);
2964         whereLoopOutputAdjust(pWC, pNew, rSize);
2965         rc = whereLoopInsert(pBuilder, pNew);
2966         pNew->nOut = rSize;
2967         if( rc ) break;
2968       }
2969     }
2970 
2971     pBuilder->bldFlags = 0;
2972     rc = whereLoopAddBtreeIndex(pBuilder, pSrc, pProbe, 0);
2973     if( pBuilder->bldFlags==SQLITE_BLDF_INDEXED ){
2974       /* If a non-unique index is used, or if a prefix of the key for
2975       ** unique index is used (making the index functionally non-unique)
2976       ** then the sqlite_stat1 data becomes important for scoring the
2977       ** plan */
2978       pTab->tabFlags |= TF_StatsUsed;
2979     }
2980 #ifdef SQLITE_ENABLE_STAT3_OR_STAT4
2981     sqlite3Stat4ProbeFree(pBuilder->pRec);
2982     pBuilder->nRecValid = 0;
2983     pBuilder->pRec = 0;
2984 #endif
2985 
2986     /* If there was an INDEXED BY clause, then only that one index is
2987     ** considered. */
2988     if( pSrc->pIBIndex ) break;
2989   }
2990   return rc;
2991 }
2992 
2993 #ifndef SQLITE_OMIT_VIRTUALTABLE
2994 
2995 /*
2996 ** Argument pIdxInfo is already populated with all constraints that may
2997 ** be used by the virtual table identified by pBuilder->pNew->iTab. This
2998 ** function marks a subset of those constraints usable, invokes the
2999 ** xBestIndex method and adds the returned plan to pBuilder.
3000 **
3001 ** A constraint is marked usable if:
3002 **
3003 **   * Argument mUsable indicates that its prerequisites are available, and
3004 **
3005 **   * It is not one of the operators specified in the mExclude mask passed
3006 **     as the fourth argument (which in practice is either WO_IN or 0).
3007 **
3008 ** Argument mPrereq is a mask of tables that must be scanned before the
3009 ** virtual table in question. These are added to the plans prerequisites
3010 ** before it is added to pBuilder.
3011 **
3012 ** Output parameter *pbIn is set to true if the plan added to pBuilder
3013 ** uses one or more WO_IN terms, or false otherwise.
3014 */
3015 static int whereLoopAddVirtualOne(
3016   WhereLoopBuilder *pBuilder,
3017   Bitmask mPrereq,                /* Mask of tables that must be used. */
3018   Bitmask mUsable,                /* Mask of usable tables */
3019   u16 mExclude,                   /* Exclude terms using these operators */
3020   sqlite3_index_info *pIdxInfo,   /* Populated object for xBestIndex */
3021   u16 mNoOmit,                    /* Do not omit these constraints */
3022   int *pbIn                       /* OUT: True if plan uses an IN(...) op */
3023 ){
3024   WhereClause *pWC = pBuilder->pWC;
3025   struct sqlite3_index_constraint *pIdxCons;
3026   struct sqlite3_index_constraint_usage *pUsage = pIdxInfo->aConstraintUsage;
3027   int i;
3028   int mxTerm;
3029   int rc = SQLITE_OK;
3030   WhereLoop *pNew = pBuilder->pNew;
3031   Parse *pParse = pBuilder->pWInfo->pParse;
3032   struct SrcList_item *pSrc = &pBuilder->pWInfo->pTabList->a[pNew->iTab];
3033   int nConstraint = pIdxInfo->nConstraint;
3034 
3035   assert( (mUsable & mPrereq)==mPrereq );
3036   *pbIn = 0;
3037   pNew->prereq = mPrereq;
3038 
3039   /* Set the usable flag on the subset of constraints identified by
3040   ** arguments mUsable and mExclude. */
3041   pIdxCons = *(struct sqlite3_index_constraint**)&pIdxInfo->aConstraint;
3042   for(i=0; i<nConstraint; i++, pIdxCons++){
3043     WhereTerm *pTerm = &pWC->a[pIdxCons->iTermOffset];
3044     pIdxCons->usable = 0;
3045     if( (pTerm->prereqRight & mUsable)==pTerm->prereqRight
3046      && (pTerm->eOperator & mExclude)==0
3047     ){
3048       pIdxCons->usable = 1;
3049     }
3050   }
3051 
3052   /* Initialize the output fields of the sqlite3_index_info structure */
3053   memset(pUsage, 0, sizeof(pUsage[0])*nConstraint);
3054   assert( pIdxInfo->needToFreeIdxStr==0 );
3055   pIdxInfo->idxStr = 0;
3056   pIdxInfo->idxNum = 0;
3057   pIdxInfo->orderByConsumed = 0;
3058   pIdxInfo->estimatedCost = SQLITE_BIG_DBL / (double)2;
3059   pIdxInfo->estimatedRows = 25;
3060   pIdxInfo->idxFlags = 0;
3061   pIdxInfo->colUsed = (sqlite3_int64)pSrc->colUsed;
3062 
3063   /* Invoke the virtual table xBestIndex() method */
3064   rc = vtabBestIndex(pParse, pSrc->pTab, pIdxInfo);
3065   if( rc ) return rc;
3066 
3067   mxTerm = -1;
3068   assert( pNew->nLSlot>=nConstraint );
3069   for(i=0; i<nConstraint; i++) pNew->aLTerm[i] = 0;
3070   pNew->u.vtab.omitMask = 0;
3071   pIdxCons = *(struct sqlite3_index_constraint**)&pIdxInfo->aConstraint;
3072   for(i=0; i<nConstraint; i++, pIdxCons++){
3073     int iTerm;
3074     if( (iTerm = pUsage[i].argvIndex - 1)>=0 ){
3075       WhereTerm *pTerm;
3076       int j = pIdxCons->iTermOffset;
3077       if( iTerm>=nConstraint
3078        || j<0
3079        || j>=pWC->nTerm
3080        || pNew->aLTerm[iTerm]!=0
3081        || pIdxCons->usable==0
3082       ){
3083         rc = SQLITE_ERROR;
3084         sqlite3ErrorMsg(pParse,"%s.xBestIndex malfunction",pSrc->pTab->zName);
3085         return rc;
3086       }
3087       testcase( iTerm==nConstraint-1 );
3088       testcase( j==0 );
3089       testcase( j==pWC->nTerm-1 );
3090       pTerm = &pWC->a[j];
3091       pNew->prereq |= pTerm->prereqRight;
3092       assert( iTerm<pNew->nLSlot );
3093       pNew->aLTerm[iTerm] = pTerm;
3094       if( iTerm>mxTerm ) mxTerm = iTerm;
3095       testcase( iTerm==15 );
3096       testcase( iTerm==16 );
3097       if( iTerm<16 && pUsage[i].omit ) pNew->u.vtab.omitMask |= 1<<iTerm;
3098       if( (pTerm->eOperator & WO_IN)!=0 ){
3099         /* A virtual table that is constrained by an IN clause may not
3100         ** consume the ORDER BY clause because (1) the order of IN terms
3101         ** is not necessarily related to the order of output terms and
3102         ** (2) Multiple outputs from a single IN value will not merge
3103         ** together.  */
3104         pIdxInfo->orderByConsumed = 0;
3105         pIdxInfo->idxFlags &= ~SQLITE_INDEX_SCAN_UNIQUE;
3106         *pbIn = 1; assert( (mExclude & WO_IN)==0 );
3107       }
3108     }
3109   }
3110   pNew->u.vtab.omitMask &= ~mNoOmit;
3111 
3112   pNew->nLTerm = mxTerm+1;
3113   assert( pNew->nLTerm<=pNew->nLSlot );
3114   pNew->u.vtab.idxNum = pIdxInfo->idxNum;
3115   pNew->u.vtab.needFree = pIdxInfo->needToFreeIdxStr;
3116   pIdxInfo->needToFreeIdxStr = 0;
3117   pNew->u.vtab.idxStr = pIdxInfo->idxStr;
3118   pNew->u.vtab.isOrdered = (i8)(pIdxInfo->orderByConsumed ?
3119       pIdxInfo->nOrderBy : 0);
3120   pNew->rSetup = 0;
3121   pNew->rRun = sqlite3LogEstFromDouble(pIdxInfo->estimatedCost);
3122   pNew->nOut = sqlite3LogEst(pIdxInfo->estimatedRows);
3123 
3124   /* Set the WHERE_ONEROW flag if the xBestIndex() method indicated
3125   ** that the scan will visit at most one row. Clear it otherwise. */
3126   if( pIdxInfo->idxFlags & SQLITE_INDEX_SCAN_UNIQUE ){
3127     pNew->wsFlags |= WHERE_ONEROW;
3128   }else{
3129     pNew->wsFlags &= ~WHERE_ONEROW;
3130   }
3131   rc = whereLoopInsert(pBuilder, pNew);
3132   if( pNew->u.vtab.needFree ){
3133     sqlite3_free(pNew->u.vtab.idxStr);
3134     pNew->u.vtab.needFree = 0;
3135   }
3136   WHERETRACE(0xffff, ("  bIn=%d prereqIn=%04llx prereqOut=%04llx\n",
3137                       *pbIn, (sqlite3_uint64)mPrereq,
3138                       (sqlite3_uint64)(pNew->prereq & ~mPrereq)));
3139 
3140   return rc;
3141 }
3142 
3143 
3144 /*
3145 ** Add all WhereLoop objects for a table of the join identified by
3146 ** pBuilder->pNew->iTab.  That table is guaranteed to be a virtual table.
3147 **
3148 ** If there are no LEFT or CROSS JOIN joins in the query, both mPrereq and
3149 ** mUnusable are set to 0. Otherwise, mPrereq is a mask of all FROM clause
3150 ** entries that occur before the virtual table in the FROM clause and are
3151 ** separated from it by at least one LEFT or CROSS JOIN. Similarly, the
3152 ** mUnusable mask contains all FROM clause entries that occur after the
3153 ** virtual table and are separated from it by at least one LEFT or
3154 ** CROSS JOIN.
3155 **
3156 ** For example, if the query were:
3157 **
3158 **   ... FROM t1, t2 LEFT JOIN t3, t4, vt CROSS JOIN t5, t6;
3159 **
3160 ** then mPrereq corresponds to (t1, t2) and mUnusable to (t5, t6).
3161 **
3162 ** All the tables in mPrereq must be scanned before the current virtual
3163 ** table. So any terms for which all prerequisites are satisfied by
3164 ** mPrereq may be specified as "usable" in all calls to xBestIndex.
3165 ** Conversely, all tables in mUnusable must be scanned after the current
3166 ** virtual table, so any terms for which the prerequisites overlap with
3167 ** mUnusable should always be configured as "not-usable" for xBestIndex.
3168 */
3169 static int whereLoopAddVirtual(
3170   WhereLoopBuilder *pBuilder,  /* WHERE clause information */
3171   Bitmask mPrereq,             /* Tables that must be scanned before this one */
3172   Bitmask mUnusable            /* Tables that must be scanned after this one */
3173 ){
3174   int rc = SQLITE_OK;          /* Return code */
3175   WhereInfo *pWInfo;           /* WHERE analysis context */
3176   Parse *pParse;               /* The parsing context */
3177   WhereClause *pWC;            /* The WHERE clause */
3178   struct SrcList_item *pSrc;   /* The FROM clause term to search */
3179   sqlite3_index_info *p;       /* Object to pass to xBestIndex() */
3180   int nConstraint;             /* Number of constraints in p */
3181   int bIn;                     /* True if plan uses IN(...) operator */
3182   WhereLoop *pNew;
3183   Bitmask mBest;               /* Tables used by best possible plan */
3184   u16 mNoOmit;
3185 
3186   assert( (mPrereq & mUnusable)==0 );
3187   pWInfo = pBuilder->pWInfo;
3188   pParse = pWInfo->pParse;
3189   pWC = pBuilder->pWC;
3190   pNew = pBuilder->pNew;
3191   pSrc = &pWInfo->pTabList->a[pNew->iTab];
3192   assert( IsVirtual(pSrc->pTab) );
3193   p = allocateIndexInfo(pParse, pWC, mUnusable, pSrc, pBuilder->pOrderBy,
3194       &mNoOmit);
3195   if( p==0 ) return SQLITE_NOMEM_BKPT;
3196   pNew->rSetup = 0;
3197   pNew->wsFlags = WHERE_VIRTUALTABLE;
3198   pNew->nLTerm = 0;
3199   pNew->u.vtab.needFree = 0;
3200   nConstraint = p->nConstraint;
3201   if( whereLoopResize(pParse->db, pNew, nConstraint) ){
3202     sqlite3DbFree(pParse->db, p);
3203     return SQLITE_NOMEM_BKPT;
3204   }
3205 
3206   /* First call xBestIndex() with all constraints usable. */
3207   WHERETRACE(0x40, ("  VirtualOne: all usable\n"));
3208   rc = whereLoopAddVirtualOne(pBuilder, mPrereq, ALLBITS, 0, p, mNoOmit, &bIn);
3209 
3210   /* If the call to xBestIndex() with all terms enabled produced a plan
3211   ** that does not require any source tables (IOW: a plan with mBest==0),
3212   ** then there is no point in making any further calls to xBestIndex()
3213   ** since they will all return the same result (if the xBestIndex()
3214   ** implementation is sane). */
3215   if( rc==SQLITE_OK && (mBest = (pNew->prereq & ~mPrereq))!=0 ){
3216     int seenZero = 0;             /* True if a plan with no prereqs seen */
3217     int seenZeroNoIN = 0;         /* Plan with no prereqs and no IN(...) seen */
3218     Bitmask mPrev = 0;
3219     Bitmask mBestNoIn = 0;
3220 
3221     /* If the plan produced by the earlier call uses an IN(...) term, call
3222     ** xBestIndex again, this time with IN(...) terms disabled. */
3223     if( bIn ){
3224       WHERETRACE(0x40, ("  VirtualOne: all usable w/o IN\n"));
3225       rc = whereLoopAddVirtualOne(
3226           pBuilder, mPrereq, ALLBITS, WO_IN, p, mNoOmit, &bIn);
3227       assert( bIn==0 );
3228       mBestNoIn = pNew->prereq & ~mPrereq;
3229       if( mBestNoIn==0 ){
3230         seenZero = 1;
3231         seenZeroNoIN = 1;
3232       }
3233     }
3234 
3235     /* Call xBestIndex once for each distinct value of (prereqRight & ~mPrereq)
3236     ** in the set of terms that apply to the current virtual table.  */
3237     while( rc==SQLITE_OK ){
3238       int i;
3239       Bitmask mNext = ALLBITS;
3240       assert( mNext>0 );
3241       for(i=0; i<nConstraint; i++){
3242         Bitmask mThis = (
3243             pWC->a[p->aConstraint[i].iTermOffset].prereqRight & ~mPrereq
3244         );
3245         if( mThis>mPrev && mThis<mNext ) mNext = mThis;
3246       }
3247       mPrev = mNext;
3248       if( mNext==ALLBITS ) break;
3249       if( mNext==mBest || mNext==mBestNoIn ) continue;
3250       WHERETRACE(0x40, ("  VirtualOne: mPrev=%04llx mNext=%04llx\n",
3251                        (sqlite3_uint64)mPrev, (sqlite3_uint64)mNext));
3252       rc = whereLoopAddVirtualOne(
3253           pBuilder, mPrereq, mNext|mPrereq, 0, p, mNoOmit, &bIn);
3254       if( pNew->prereq==mPrereq ){
3255         seenZero = 1;
3256         if( bIn==0 ) seenZeroNoIN = 1;
3257       }
3258     }
3259 
3260     /* If the calls to xBestIndex() in the above loop did not find a plan
3261     ** that requires no source tables at all (i.e. one guaranteed to be
3262     ** usable), make a call here with all source tables disabled */
3263     if( rc==SQLITE_OK && seenZero==0 ){
3264       WHERETRACE(0x40, ("  VirtualOne: all disabled\n"));
3265       rc = whereLoopAddVirtualOne(
3266           pBuilder, mPrereq, mPrereq, 0, p, mNoOmit, &bIn);
3267       if( bIn==0 ) seenZeroNoIN = 1;
3268     }
3269 
3270     /* If the calls to xBestIndex() have so far failed to find a plan
3271     ** that requires no source tables at all and does not use an IN(...)
3272     ** operator, make a final call to obtain one here.  */
3273     if( rc==SQLITE_OK && seenZeroNoIN==0 ){
3274       WHERETRACE(0x40, ("  VirtualOne: all disabled and w/o IN\n"));
3275       rc = whereLoopAddVirtualOne(
3276           pBuilder, mPrereq, mPrereq, WO_IN, p, mNoOmit, &bIn);
3277     }
3278   }
3279 
3280   if( p->needToFreeIdxStr ) sqlite3_free(p->idxStr);
3281   sqlite3DbFreeNN(pParse->db, p);
3282   return rc;
3283 }
3284 #endif /* SQLITE_OMIT_VIRTUALTABLE */
3285 
3286 /*
3287 ** Add WhereLoop entries to handle OR terms.  This works for either
3288 ** btrees or virtual tables.
3289 */
3290 static int whereLoopAddOr(
3291   WhereLoopBuilder *pBuilder,
3292   Bitmask mPrereq,
3293   Bitmask mUnusable
3294 ){
3295   WhereInfo *pWInfo = pBuilder->pWInfo;
3296   WhereClause *pWC;
3297   WhereLoop *pNew;
3298   WhereTerm *pTerm, *pWCEnd;
3299   int rc = SQLITE_OK;
3300   int iCur;
3301   WhereClause tempWC;
3302   WhereLoopBuilder sSubBuild;
3303   WhereOrSet sSum, sCur;
3304   struct SrcList_item *pItem;
3305 
3306   pWC = pBuilder->pWC;
3307   pWCEnd = pWC->a + pWC->nTerm;
3308   pNew = pBuilder->pNew;
3309   memset(&sSum, 0, sizeof(sSum));
3310   pItem = pWInfo->pTabList->a + pNew->iTab;
3311   iCur = pItem->iCursor;
3312 
3313   for(pTerm=pWC->a; pTerm<pWCEnd && rc==SQLITE_OK; pTerm++){
3314     if( (pTerm->eOperator & WO_OR)!=0
3315      && (pTerm->u.pOrInfo->indexable & pNew->maskSelf)!=0
3316     ){
3317       WhereClause * const pOrWC = &pTerm->u.pOrInfo->wc;
3318       WhereTerm * const pOrWCEnd = &pOrWC->a[pOrWC->nTerm];
3319       WhereTerm *pOrTerm;
3320       int once = 1;
3321       int i, j;
3322 
3323       sSubBuild = *pBuilder;
3324       sSubBuild.pOrderBy = 0;
3325       sSubBuild.pOrSet = &sCur;
3326 
3327       WHERETRACE(0x200, ("Begin processing OR-clause %p\n", pTerm));
3328       for(pOrTerm=pOrWC->a; pOrTerm<pOrWCEnd; pOrTerm++){
3329         if( (pOrTerm->eOperator & WO_AND)!=0 ){
3330           sSubBuild.pWC = &pOrTerm->u.pAndInfo->wc;
3331         }else if( pOrTerm->leftCursor==iCur ){
3332           tempWC.pWInfo = pWC->pWInfo;
3333           tempWC.pOuter = pWC;
3334           tempWC.op = TK_AND;
3335           tempWC.nTerm = 1;
3336           tempWC.a = pOrTerm;
3337           sSubBuild.pWC = &tempWC;
3338         }else{
3339           continue;
3340         }
3341         sCur.n = 0;
3342 #ifdef WHERETRACE_ENABLED
3343         WHERETRACE(0x200, ("OR-term %d of %p has %d subterms:\n",
3344                    (int)(pOrTerm-pOrWC->a), pTerm, sSubBuild.pWC->nTerm));
3345         if( sqlite3WhereTrace & 0x400 ){
3346           sqlite3WhereClausePrint(sSubBuild.pWC);
3347         }
3348 #endif
3349 #ifndef SQLITE_OMIT_VIRTUALTABLE
3350         if( IsVirtual(pItem->pTab) ){
3351           rc = whereLoopAddVirtual(&sSubBuild, mPrereq, mUnusable);
3352         }else
3353 #endif
3354         {
3355           rc = whereLoopAddBtree(&sSubBuild, mPrereq);
3356         }
3357         if( rc==SQLITE_OK ){
3358           rc = whereLoopAddOr(&sSubBuild, mPrereq, mUnusable);
3359         }
3360         assert( rc==SQLITE_OK || sCur.n==0 );
3361         if( sCur.n==0 ){
3362           sSum.n = 0;
3363           break;
3364         }else if( once ){
3365           whereOrMove(&sSum, &sCur);
3366           once = 0;
3367         }else{
3368           WhereOrSet sPrev;
3369           whereOrMove(&sPrev, &sSum);
3370           sSum.n = 0;
3371           for(i=0; i<sPrev.n; i++){
3372             for(j=0; j<sCur.n; j++){
3373               whereOrInsert(&sSum, sPrev.a[i].prereq | sCur.a[j].prereq,
3374                             sqlite3LogEstAdd(sPrev.a[i].rRun, sCur.a[j].rRun),
3375                             sqlite3LogEstAdd(sPrev.a[i].nOut, sCur.a[j].nOut));
3376             }
3377           }
3378         }
3379       }
3380       pNew->nLTerm = 1;
3381       pNew->aLTerm[0] = pTerm;
3382       pNew->wsFlags = WHERE_MULTI_OR;
3383       pNew->rSetup = 0;
3384       pNew->iSortIdx = 0;
3385       memset(&pNew->u, 0, sizeof(pNew->u));
3386       for(i=0; rc==SQLITE_OK && i<sSum.n; i++){
3387         /* TUNING: Currently sSum.a[i].rRun is set to the sum of the costs
3388         ** of all sub-scans required by the OR-scan. However, due to rounding
3389         ** errors, it may be that the cost of the OR-scan is equal to its
3390         ** most expensive sub-scan. Add the smallest possible penalty
3391         ** (equivalent to multiplying the cost by 1.07) to ensure that
3392         ** this does not happen. Otherwise, for WHERE clauses such as the
3393         ** following where there is an index on "y":
3394         **
3395         **     WHERE likelihood(x=?, 0.99) OR y=?
3396         **
3397         ** the planner may elect to "OR" together a full-table scan and an
3398         ** index lookup. And other similarly odd results.  */
3399         pNew->rRun = sSum.a[i].rRun + 1;
3400         pNew->nOut = sSum.a[i].nOut;
3401         pNew->prereq = sSum.a[i].prereq;
3402         rc = whereLoopInsert(pBuilder, pNew);
3403       }
3404       WHERETRACE(0x200, ("End processing OR-clause %p\n", pTerm));
3405     }
3406   }
3407   return rc;
3408 }
3409 
3410 /*
3411 ** Add all WhereLoop objects for all tables
3412 */
3413 static int whereLoopAddAll(WhereLoopBuilder *pBuilder){
3414   WhereInfo *pWInfo = pBuilder->pWInfo;
3415   Bitmask mPrereq = 0;
3416   Bitmask mPrior = 0;
3417   int iTab;
3418   SrcList *pTabList = pWInfo->pTabList;
3419   struct SrcList_item *pItem;
3420   struct SrcList_item *pEnd = &pTabList->a[pWInfo->nLevel];
3421   sqlite3 *db = pWInfo->pParse->db;
3422   int rc = SQLITE_OK;
3423   WhereLoop *pNew;
3424   u8 priorJointype = 0;
3425 
3426   /* Loop over the tables in the join, from left to right */
3427   pNew = pBuilder->pNew;
3428   whereLoopInit(pNew);
3429   for(iTab=0, pItem=pTabList->a; pItem<pEnd; iTab++, pItem++){
3430     Bitmask mUnusable = 0;
3431     pNew->iTab = iTab;
3432     pNew->maskSelf = sqlite3WhereGetMask(&pWInfo->sMaskSet, pItem->iCursor);
3433     if( ((pItem->fg.jointype|priorJointype) & (JT_LEFT|JT_CROSS))!=0 ){
3434       /* This condition is true when pItem is the FROM clause term on the
3435       ** right-hand-side of a LEFT or CROSS JOIN.  */
3436       mPrereq = mPrior;
3437     }
3438     priorJointype = pItem->fg.jointype;
3439 #ifndef SQLITE_OMIT_VIRTUALTABLE
3440     if( IsVirtual(pItem->pTab) ){
3441       struct SrcList_item *p;
3442       for(p=&pItem[1]; p<pEnd; p++){
3443         if( mUnusable || (p->fg.jointype & (JT_LEFT|JT_CROSS)) ){
3444           mUnusable |= sqlite3WhereGetMask(&pWInfo->sMaskSet, p->iCursor);
3445         }
3446       }
3447       rc = whereLoopAddVirtual(pBuilder, mPrereq, mUnusable);
3448     }else
3449 #endif /* SQLITE_OMIT_VIRTUALTABLE */
3450     {
3451       rc = whereLoopAddBtree(pBuilder, mPrereq);
3452     }
3453     if( rc==SQLITE_OK ){
3454       rc = whereLoopAddOr(pBuilder, mPrereq, mUnusable);
3455     }
3456     mPrior |= pNew->maskSelf;
3457     if( rc || db->mallocFailed ) break;
3458   }
3459 
3460   whereLoopClear(db, pNew);
3461   return rc;
3462 }
3463 
3464 /*
3465 ** Examine a WherePath (with the addition of the extra WhereLoop of the 6th
3466 ** parameters) to see if it outputs rows in the requested ORDER BY
3467 ** (or GROUP BY) without requiring a separate sort operation.  Return N:
3468 **
3469 **   N>0:   N terms of the ORDER BY clause are satisfied
3470 **   N==0:  No terms of the ORDER BY clause are satisfied
3471 **   N<0:   Unknown yet how many terms of ORDER BY might be satisfied.
3472 **
3473 ** Note that processing for WHERE_GROUPBY and WHERE_DISTINCTBY is not as
3474 ** strict.  With GROUP BY and DISTINCT the only requirement is that
3475 ** equivalent rows appear immediately adjacent to one another.  GROUP BY
3476 ** and DISTINCT do not require rows to appear in any particular order as long
3477 ** as equivalent rows are grouped together.  Thus for GROUP BY and DISTINCT
3478 ** the pOrderBy terms can be matched in any order.  With ORDER BY, the
3479 ** pOrderBy terms must be matched in strict left-to-right order.
3480 */
3481 static i8 wherePathSatisfiesOrderBy(
3482   WhereInfo *pWInfo,    /* The WHERE clause */
3483   ExprList *pOrderBy,   /* ORDER BY or GROUP BY or DISTINCT clause to check */
3484   WherePath *pPath,     /* The WherePath to check */
3485   u16 wctrlFlags,       /* WHERE_GROUPBY or _DISTINCTBY or _ORDERBY_LIMIT */
3486   u16 nLoop,            /* Number of entries in pPath->aLoop[] */
3487   WhereLoop *pLast,     /* Add this WhereLoop to the end of pPath->aLoop[] */
3488   Bitmask *pRevMask     /* OUT: Mask of WhereLoops to run in reverse order */
3489 ){
3490   u8 revSet;            /* True if rev is known */
3491   u8 rev;               /* Composite sort order */
3492   u8 revIdx;            /* Index sort order */
3493   u8 isOrderDistinct;   /* All prior WhereLoops are order-distinct */
3494   u8 distinctColumns;   /* True if the loop has UNIQUE NOT NULL columns */
3495   u8 isMatch;           /* iColumn matches a term of the ORDER BY clause */
3496   u16 eqOpMask;         /* Allowed equality operators */
3497   u16 nKeyCol;          /* Number of key columns in pIndex */
3498   u16 nColumn;          /* Total number of ordered columns in the index */
3499   u16 nOrderBy;         /* Number terms in the ORDER BY clause */
3500   int iLoop;            /* Index of WhereLoop in pPath being processed */
3501   int i, j;             /* Loop counters */
3502   int iCur;             /* Cursor number for current WhereLoop */
3503   int iColumn;          /* A column number within table iCur */
3504   WhereLoop *pLoop = 0; /* Current WhereLoop being processed. */
3505   WhereTerm *pTerm;     /* A single term of the WHERE clause */
3506   Expr *pOBExpr;        /* An expression from the ORDER BY clause */
3507   CollSeq *pColl;       /* COLLATE function from an ORDER BY clause term */
3508   Index *pIndex;        /* The index associated with pLoop */
3509   sqlite3 *db = pWInfo->pParse->db;  /* Database connection */
3510   Bitmask obSat = 0;    /* Mask of ORDER BY terms satisfied so far */
3511   Bitmask obDone;       /* Mask of all ORDER BY terms */
3512   Bitmask orderDistinctMask;  /* Mask of all well-ordered loops */
3513   Bitmask ready;              /* Mask of inner loops */
3514 
3515   /*
3516   ** We say the WhereLoop is "one-row" if it generates no more than one
3517   ** row of output.  A WhereLoop is one-row if all of the following are true:
3518   **  (a) All index columns match with WHERE_COLUMN_EQ.
3519   **  (b) The index is unique
3520   ** Any WhereLoop with an WHERE_COLUMN_EQ constraint on the rowid is one-row.
3521   ** Every one-row WhereLoop will have the WHERE_ONEROW bit set in wsFlags.
3522   **
3523   ** We say the WhereLoop is "order-distinct" if the set of columns from
3524   ** that WhereLoop that are in the ORDER BY clause are different for every
3525   ** row of the WhereLoop.  Every one-row WhereLoop is automatically
3526   ** order-distinct.   A WhereLoop that has no columns in the ORDER BY clause
3527   ** is not order-distinct. To be order-distinct is not quite the same as being
3528   ** UNIQUE since a UNIQUE column or index can have multiple rows that
3529   ** are NULL and NULL values are equivalent for the purpose of order-distinct.
3530   ** To be order-distinct, the columns must be UNIQUE and NOT NULL.
3531   **
3532   ** The rowid for a table is always UNIQUE and NOT NULL so whenever the
3533   ** rowid appears in the ORDER BY clause, the corresponding WhereLoop is
3534   ** automatically order-distinct.
3535   */
3536 
3537   assert( pOrderBy!=0 );
3538   if( nLoop && OptimizationDisabled(db, SQLITE_OrderByIdxJoin) ) return 0;
3539 
3540   nOrderBy = pOrderBy->nExpr;
3541   testcase( nOrderBy==BMS-1 );
3542   if( nOrderBy>BMS-1 ) return 0;  /* Cannot optimize overly large ORDER BYs */
3543   isOrderDistinct = 1;
3544   obDone = MASKBIT(nOrderBy)-1;
3545   orderDistinctMask = 0;
3546   ready = 0;
3547   eqOpMask = WO_EQ | WO_IS | WO_ISNULL;
3548   if( wctrlFlags & WHERE_ORDERBY_LIMIT ) eqOpMask |= WO_IN;
3549   for(iLoop=0; isOrderDistinct && obSat<obDone && iLoop<=nLoop; iLoop++){
3550     if( iLoop>0 ) ready |= pLoop->maskSelf;
3551     if( iLoop<nLoop ){
3552       pLoop = pPath->aLoop[iLoop];
3553       if( wctrlFlags & WHERE_ORDERBY_LIMIT ) continue;
3554     }else{
3555       pLoop = pLast;
3556     }
3557     if( pLoop->wsFlags & WHERE_VIRTUALTABLE ){
3558       if( pLoop->u.vtab.isOrdered ) obSat = obDone;
3559       break;
3560     }else{
3561       pLoop->u.btree.nIdxCol = 0;
3562     }
3563     iCur = pWInfo->pTabList->a[pLoop->iTab].iCursor;
3564 
3565     /* Mark off any ORDER BY term X that is a column in the table of
3566     ** the current loop for which there is term in the WHERE
3567     ** clause of the form X IS NULL or X=? that reference only outer
3568     ** loops.
3569     */
3570     for(i=0; i<nOrderBy; i++){
3571       if( MASKBIT(i) & obSat ) continue;
3572       pOBExpr = sqlite3ExprSkipCollate(pOrderBy->a[i].pExpr);
3573       if( pOBExpr->op!=TK_COLUMN ) continue;
3574       if( pOBExpr->iTable!=iCur ) continue;
3575       pTerm = sqlite3WhereFindTerm(&pWInfo->sWC, iCur, pOBExpr->iColumn,
3576                        ~ready, eqOpMask, 0);
3577       if( pTerm==0 ) continue;
3578       if( pTerm->eOperator==WO_IN ){
3579         /* IN terms are only valid for sorting in the ORDER BY LIMIT
3580         ** optimization, and then only if they are actually used
3581         ** by the query plan */
3582         assert( wctrlFlags & WHERE_ORDERBY_LIMIT );
3583         for(j=0; j<pLoop->nLTerm && pTerm!=pLoop->aLTerm[j]; j++){}
3584         if( j>=pLoop->nLTerm ) continue;
3585       }
3586       if( (pTerm->eOperator&(WO_EQ|WO_IS))!=0 && pOBExpr->iColumn>=0 ){
3587         if( sqlite3ExprCollSeqMatch(pWInfo->pParse,
3588                   pOrderBy->a[i].pExpr, pTerm->pExpr)==0 ){
3589           continue;
3590         }
3591         testcase( pTerm->pExpr->op==TK_IS );
3592       }
3593       obSat |= MASKBIT(i);
3594     }
3595 
3596     if( (pLoop->wsFlags & WHERE_ONEROW)==0 ){
3597       if( pLoop->wsFlags & WHERE_IPK ){
3598         pIndex = 0;
3599         nKeyCol = 0;
3600         nColumn = 1;
3601       }else if( (pIndex = pLoop->u.btree.pIndex)==0 || pIndex->bUnordered ){
3602         return 0;
3603       }else{
3604         nKeyCol = pIndex->nKeyCol;
3605         nColumn = pIndex->nColumn;
3606         assert( nColumn==nKeyCol+1 || !HasRowid(pIndex->pTable) );
3607         assert( pIndex->aiColumn[nColumn-1]==XN_ROWID
3608                           || !HasRowid(pIndex->pTable));
3609         isOrderDistinct = IsUniqueIndex(pIndex);
3610       }
3611 
3612       /* Loop through all columns of the index and deal with the ones
3613       ** that are not constrained by == or IN.
3614       */
3615       rev = revSet = 0;
3616       distinctColumns = 0;
3617       for(j=0; j<nColumn; j++){
3618         u8 bOnce = 1; /* True to run the ORDER BY search loop */
3619 
3620         assert( j>=pLoop->u.btree.nEq
3621             || (pLoop->aLTerm[j]==0)==(j<pLoop->nSkip)
3622         );
3623         if( j<pLoop->u.btree.nEq && j>=pLoop->nSkip ){
3624           u16 eOp = pLoop->aLTerm[j]->eOperator;
3625 
3626           /* Skip over == and IS and ISNULL terms.  (Also skip IN terms when
3627           ** doing WHERE_ORDERBY_LIMIT processing).
3628           **
3629           ** If the current term is a column of an ((?,?) IN (SELECT...))
3630           ** expression for which the SELECT returns more than one column,
3631           ** check that it is the only column used by this loop. Otherwise,
3632           ** if it is one of two or more, none of the columns can be
3633           ** considered to match an ORDER BY term.  */
3634           if( (eOp & eqOpMask)!=0 ){
3635             if( eOp & WO_ISNULL ){
3636               testcase( isOrderDistinct );
3637               isOrderDistinct = 0;
3638             }
3639             continue;
3640           }else if( ALWAYS(eOp & WO_IN) ){
3641             /* ALWAYS() justification: eOp is an equality operator due to the
3642             ** j<pLoop->u.btree.nEq constraint above.  Any equality other
3643             ** than WO_IN is captured by the previous "if".  So this one
3644             ** always has to be WO_IN. */
3645             Expr *pX = pLoop->aLTerm[j]->pExpr;
3646             for(i=j+1; i<pLoop->u.btree.nEq; i++){
3647               if( pLoop->aLTerm[i]->pExpr==pX ){
3648                 assert( (pLoop->aLTerm[i]->eOperator & WO_IN) );
3649                 bOnce = 0;
3650                 break;
3651               }
3652             }
3653           }
3654         }
3655 
3656         /* Get the column number in the table (iColumn) and sort order
3657         ** (revIdx) for the j-th column of the index.
3658         */
3659         if( pIndex ){
3660           iColumn = pIndex->aiColumn[j];
3661           revIdx = pIndex->aSortOrder[j];
3662           if( iColumn==pIndex->pTable->iPKey ) iColumn = XN_ROWID;
3663         }else{
3664           iColumn = XN_ROWID;
3665           revIdx = 0;
3666         }
3667 
3668         /* An unconstrained column that might be NULL means that this
3669         ** WhereLoop is not well-ordered
3670         */
3671         if( isOrderDistinct
3672          && iColumn>=0
3673          && j>=pLoop->u.btree.nEq
3674          && pIndex->pTable->aCol[iColumn].notNull==0
3675         ){
3676           isOrderDistinct = 0;
3677         }
3678 
3679         /* Find the ORDER BY term that corresponds to the j-th column
3680         ** of the index and mark that ORDER BY term off
3681         */
3682         isMatch = 0;
3683         for(i=0; bOnce && i<nOrderBy; i++){
3684           if( MASKBIT(i) & obSat ) continue;
3685           pOBExpr = sqlite3ExprSkipCollate(pOrderBy->a[i].pExpr);
3686           testcase( wctrlFlags & WHERE_GROUPBY );
3687           testcase( wctrlFlags & WHERE_DISTINCTBY );
3688           if( (wctrlFlags & (WHERE_GROUPBY|WHERE_DISTINCTBY))==0 ) bOnce = 0;
3689           if( iColumn>=XN_ROWID ){
3690             if( pOBExpr->op!=TK_COLUMN ) continue;
3691             if( pOBExpr->iTable!=iCur ) continue;
3692             if( pOBExpr->iColumn!=iColumn ) continue;
3693           }else{
3694             Expr *pIdxExpr = pIndex->aColExpr->a[j].pExpr;
3695             if( sqlite3ExprCompareSkip(pOBExpr, pIdxExpr, iCur) ){
3696               continue;
3697             }
3698           }
3699           if( iColumn!=XN_ROWID ){
3700             pColl = sqlite3ExprNNCollSeq(pWInfo->pParse, pOrderBy->a[i].pExpr);
3701             if( sqlite3StrICmp(pColl->zName, pIndex->azColl[j])!=0 ) continue;
3702           }
3703           pLoop->u.btree.nIdxCol = j+1;
3704           isMatch = 1;
3705           break;
3706         }
3707         if( isMatch && (wctrlFlags & WHERE_GROUPBY)==0 ){
3708           /* Make sure the sort order is compatible in an ORDER BY clause.
3709           ** Sort order is irrelevant for a GROUP BY clause. */
3710           if( revSet ){
3711             if( (rev ^ revIdx)!=pOrderBy->a[i].sortOrder ) isMatch = 0;
3712           }else{
3713             rev = revIdx ^ pOrderBy->a[i].sortOrder;
3714             if( rev ) *pRevMask |= MASKBIT(iLoop);
3715             revSet = 1;
3716           }
3717         }
3718         if( isMatch ){
3719           if( iColumn==XN_ROWID ){
3720             testcase( distinctColumns==0 );
3721             distinctColumns = 1;
3722           }
3723           obSat |= MASKBIT(i);
3724         }else{
3725           /* No match found */
3726           if( j==0 || j<nKeyCol ){
3727             testcase( isOrderDistinct!=0 );
3728             isOrderDistinct = 0;
3729           }
3730           break;
3731         }
3732       } /* end Loop over all index columns */
3733       if( distinctColumns ){
3734         testcase( isOrderDistinct==0 );
3735         isOrderDistinct = 1;
3736       }
3737     } /* end-if not one-row */
3738 
3739     /* Mark off any other ORDER BY terms that reference pLoop */
3740     if( isOrderDistinct ){
3741       orderDistinctMask |= pLoop->maskSelf;
3742       for(i=0; i<nOrderBy; i++){
3743         Expr *p;
3744         Bitmask mTerm;
3745         if( MASKBIT(i) & obSat ) continue;
3746         p = pOrderBy->a[i].pExpr;
3747         mTerm = sqlite3WhereExprUsage(&pWInfo->sMaskSet,p);
3748         if( mTerm==0 && !sqlite3ExprIsConstant(p) ) continue;
3749         if( (mTerm&~orderDistinctMask)==0 ){
3750           obSat |= MASKBIT(i);
3751         }
3752       }
3753     }
3754   } /* End the loop over all WhereLoops from outer-most down to inner-most */
3755   if( obSat==obDone ) return (i8)nOrderBy;
3756   if( !isOrderDistinct ){
3757     for(i=nOrderBy-1; i>0; i--){
3758       Bitmask m = MASKBIT(i) - 1;
3759       if( (obSat&m)==m ) return i;
3760     }
3761     return 0;
3762   }
3763   return -1;
3764 }
3765 
3766 
3767 /*
3768 ** If the WHERE_GROUPBY flag is set in the mask passed to sqlite3WhereBegin(),
3769 ** the planner assumes that the specified pOrderBy list is actually a GROUP
3770 ** BY clause - and so any order that groups rows as required satisfies the
3771 ** request.
3772 **
3773 ** Normally, in this case it is not possible for the caller to determine
3774 ** whether or not the rows are really being delivered in sorted order, or
3775 ** just in some other order that provides the required grouping. However,
3776 ** if the WHERE_SORTBYGROUP flag is also passed to sqlite3WhereBegin(), then
3777 ** this function may be called on the returned WhereInfo object. It returns
3778 ** true if the rows really will be sorted in the specified order, or false
3779 ** otherwise.
3780 **
3781 ** For example, assuming:
3782 **
3783 **   CREATE INDEX i1 ON t1(x, Y);
3784 **
3785 ** then
3786 **
3787 **   SELECT * FROM t1 GROUP BY x,y ORDER BY x,y;   -- IsSorted()==1
3788 **   SELECT * FROM t1 GROUP BY y,x ORDER BY y,x;   -- IsSorted()==0
3789 */
3790 int sqlite3WhereIsSorted(WhereInfo *pWInfo){
3791   assert( pWInfo->wctrlFlags & WHERE_GROUPBY );
3792   assert( pWInfo->wctrlFlags & WHERE_SORTBYGROUP );
3793   return pWInfo->sorted;
3794 }
3795 
3796 #ifdef WHERETRACE_ENABLED
3797 /* For debugging use only: */
3798 static const char *wherePathName(WherePath *pPath, int nLoop, WhereLoop *pLast){
3799   static char zName[65];
3800   int i;
3801   for(i=0; i<nLoop; i++){ zName[i] = pPath->aLoop[i]->cId; }
3802   if( pLast ) zName[i++] = pLast->cId;
3803   zName[i] = 0;
3804   return zName;
3805 }
3806 #endif
3807 
3808 /*
3809 ** Return the cost of sorting nRow rows, assuming that the keys have
3810 ** nOrderby columns and that the first nSorted columns are already in
3811 ** order.
3812 */
3813 static LogEst whereSortingCost(
3814   WhereInfo *pWInfo,
3815   LogEst nRow,
3816   int nOrderBy,
3817   int nSorted
3818 ){
3819   /* TUNING: Estimated cost of a full external sort, where N is
3820   ** the number of rows to sort is:
3821   **
3822   **   cost = (3.0 * N * log(N)).
3823   **
3824   ** Or, if the order-by clause has X terms but only the last Y
3825   ** terms are out of order, then block-sorting will reduce the
3826   ** sorting cost to:
3827   **
3828   **   cost = (3.0 * N * log(N)) * (Y/X)
3829   **
3830   ** The (Y/X) term is implemented using stack variable rScale
3831   ** below.  */
3832   LogEst rScale, rSortCost;
3833   assert( nOrderBy>0 && 66==sqlite3LogEst(100) );
3834   rScale = sqlite3LogEst((nOrderBy-nSorted)*100/nOrderBy) - 66;
3835   rSortCost = nRow + rScale + 16;
3836 
3837   /* Multiple by log(M) where M is the number of output rows.
3838   ** Use the LIMIT for M if it is smaller */
3839   if( (pWInfo->wctrlFlags & WHERE_USE_LIMIT)!=0 && pWInfo->iLimit<nRow ){
3840     nRow = pWInfo->iLimit;
3841   }
3842   rSortCost += estLog(nRow);
3843   return rSortCost;
3844 }
3845 
3846 /*
3847 ** Given the list of WhereLoop objects at pWInfo->pLoops, this routine
3848 ** attempts to find the lowest cost path that visits each WhereLoop
3849 ** once.  This path is then loaded into the pWInfo->a[].pWLoop fields.
3850 **
3851 ** Assume that the total number of output rows that will need to be sorted
3852 ** will be nRowEst (in the 10*log2 representation).  Or, ignore sorting
3853 ** costs if nRowEst==0.
3854 **
3855 ** Return SQLITE_OK on success or SQLITE_NOMEM of a memory allocation
3856 ** error occurs.
3857 */
3858 static int wherePathSolver(WhereInfo *pWInfo, LogEst nRowEst){
3859   int mxChoice;             /* Maximum number of simultaneous paths tracked */
3860   int nLoop;                /* Number of terms in the join */
3861   Parse *pParse;            /* Parsing context */
3862   sqlite3 *db;              /* The database connection */
3863   int iLoop;                /* Loop counter over the terms of the join */
3864   int ii, jj;               /* Loop counters */
3865   int mxI = 0;              /* Index of next entry to replace */
3866   int nOrderBy;             /* Number of ORDER BY clause terms */
3867   LogEst mxCost = 0;        /* Maximum cost of a set of paths */
3868   LogEst mxUnsorted = 0;    /* Maximum unsorted cost of a set of path */
3869   int nTo, nFrom;           /* Number of valid entries in aTo[] and aFrom[] */
3870   WherePath *aFrom;         /* All nFrom paths at the previous level */
3871   WherePath *aTo;           /* The nTo best paths at the current level */
3872   WherePath *pFrom;         /* An element of aFrom[] that we are working on */
3873   WherePath *pTo;           /* An element of aTo[] that we are working on */
3874   WhereLoop *pWLoop;        /* One of the WhereLoop objects */
3875   WhereLoop **pX;           /* Used to divy up the pSpace memory */
3876   LogEst *aSortCost = 0;    /* Sorting and partial sorting costs */
3877   char *pSpace;             /* Temporary memory used by this routine */
3878   int nSpace;               /* Bytes of space allocated at pSpace */
3879 
3880   pParse = pWInfo->pParse;
3881   db = pParse->db;
3882   nLoop = pWInfo->nLevel;
3883   /* TUNING: For simple queries, only the best path is tracked.
3884   ** For 2-way joins, the 5 best paths are followed.
3885   ** For joins of 3 or more tables, track the 10 best paths */
3886   mxChoice = (nLoop<=1) ? 1 : (nLoop==2 ? 5 : 10);
3887   assert( nLoop<=pWInfo->pTabList->nSrc );
3888   WHERETRACE(0x002, ("---- begin solver.  (nRowEst=%d)\n", nRowEst));
3889 
3890   /* If nRowEst is zero and there is an ORDER BY clause, ignore it. In this
3891   ** case the purpose of this call is to estimate the number of rows returned
3892   ** by the overall query. Once this estimate has been obtained, the caller
3893   ** will invoke this function a second time, passing the estimate as the
3894   ** nRowEst parameter.  */
3895   if( pWInfo->pOrderBy==0 || nRowEst==0 ){
3896     nOrderBy = 0;
3897   }else{
3898     nOrderBy = pWInfo->pOrderBy->nExpr;
3899   }
3900 
3901   /* Allocate and initialize space for aTo, aFrom and aSortCost[] */
3902   nSpace = (sizeof(WherePath)+sizeof(WhereLoop*)*nLoop)*mxChoice*2;
3903   nSpace += sizeof(LogEst) * nOrderBy;
3904   pSpace = sqlite3DbMallocRawNN(db, nSpace);
3905   if( pSpace==0 ) return SQLITE_NOMEM_BKPT;
3906   aTo = (WherePath*)pSpace;
3907   aFrom = aTo+mxChoice;
3908   memset(aFrom, 0, sizeof(aFrom[0]));
3909   pX = (WhereLoop**)(aFrom+mxChoice);
3910   for(ii=mxChoice*2, pFrom=aTo; ii>0; ii--, pFrom++, pX += nLoop){
3911     pFrom->aLoop = pX;
3912   }
3913   if( nOrderBy ){
3914     /* If there is an ORDER BY clause and it is not being ignored, set up
3915     ** space for the aSortCost[] array. Each element of the aSortCost array
3916     ** is either zero - meaning it has not yet been initialized - or the
3917     ** cost of sorting nRowEst rows of data where the first X terms of
3918     ** the ORDER BY clause are already in order, where X is the array
3919     ** index.  */
3920     aSortCost = (LogEst*)pX;
3921     memset(aSortCost, 0, sizeof(LogEst) * nOrderBy);
3922   }
3923   assert( aSortCost==0 || &pSpace[nSpace]==(char*)&aSortCost[nOrderBy] );
3924   assert( aSortCost!=0 || &pSpace[nSpace]==(char*)pX );
3925 
3926   /* Seed the search with a single WherePath containing zero WhereLoops.
3927   **
3928   ** TUNING: Do not let the number of iterations go above 28.  If the cost
3929   ** of computing an automatic index is not paid back within the first 28
3930   ** rows, then do not use the automatic index. */
3931   aFrom[0].nRow = MIN(pParse->nQueryLoop, 48);  assert( 48==sqlite3LogEst(28) );
3932   nFrom = 1;
3933   assert( aFrom[0].isOrdered==0 );
3934   if( nOrderBy ){
3935     /* If nLoop is zero, then there are no FROM terms in the query. Since
3936     ** in this case the query may return a maximum of one row, the results
3937     ** are already in the requested order. Set isOrdered to nOrderBy to
3938     ** indicate this. Or, if nLoop is greater than zero, set isOrdered to
3939     ** -1, indicating that the result set may or may not be ordered,
3940     ** depending on the loops added to the current plan.  */
3941     aFrom[0].isOrdered = nLoop>0 ? -1 : nOrderBy;
3942   }
3943 
3944   /* Compute successively longer WherePaths using the previous generation
3945   ** of WherePaths as the basis for the next.  Keep track of the mxChoice
3946   ** best paths at each generation */
3947   for(iLoop=0; iLoop<nLoop; iLoop++){
3948     nTo = 0;
3949     for(ii=0, pFrom=aFrom; ii<nFrom; ii++, pFrom++){
3950       for(pWLoop=pWInfo->pLoops; pWLoop; pWLoop=pWLoop->pNextLoop){
3951         LogEst nOut;                      /* Rows visited by (pFrom+pWLoop) */
3952         LogEst rCost;                     /* Cost of path (pFrom+pWLoop) */
3953         LogEst rUnsorted;                 /* Unsorted cost of (pFrom+pWLoop) */
3954         i8 isOrdered = pFrom->isOrdered;  /* isOrdered for (pFrom+pWLoop) */
3955         Bitmask maskNew;                  /* Mask of src visited by (..) */
3956         Bitmask revMask = 0;              /* Mask of rev-order loops for (..) */
3957 
3958         if( (pWLoop->prereq & ~pFrom->maskLoop)!=0 ) continue;
3959         if( (pWLoop->maskSelf & pFrom->maskLoop)!=0 ) continue;
3960         if( (pWLoop->wsFlags & WHERE_AUTO_INDEX)!=0 && pFrom->nRow<10 ){
3961           /* Do not use an automatic index if the this loop is expected
3962           ** to run less than 2 times. */
3963           assert( 10==sqlite3LogEst(2) );
3964           continue;
3965         }
3966         /* At this point, pWLoop is a candidate to be the next loop.
3967         ** Compute its cost */
3968         rUnsorted = sqlite3LogEstAdd(pWLoop->rSetup,pWLoop->rRun + pFrom->nRow);
3969         rUnsorted = sqlite3LogEstAdd(rUnsorted, pFrom->rUnsorted);
3970         nOut = pFrom->nRow + pWLoop->nOut;
3971         maskNew = pFrom->maskLoop | pWLoop->maskSelf;
3972         if( isOrdered<0 ){
3973           isOrdered = wherePathSatisfiesOrderBy(pWInfo,
3974                        pWInfo->pOrderBy, pFrom, pWInfo->wctrlFlags,
3975                        iLoop, pWLoop, &revMask);
3976         }else{
3977           revMask = pFrom->revLoop;
3978         }
3979         if( isOrdered>=0 && isOrdered<nOrderBy ){
3980           if( aSortCost[isOrdered]==0 ){
3981             aSortCost[isOrdered] = whereSortingCost(
3982                 pWInfo, nRowEst, nOrderBy, isOrdered
3983             );
3984           }
3985           rCost = sqlite3LogEstAdd(rUnsorted, aSortCost[isOrdered]);
3986 
3987           WHERETRACE(0x002,
3988               ("---- sort cost=%-3d (%d/%d) increases cost %3d to %-3d\n",
3989                aSortCost[isOrdered], (nOrderBy-isOrdered), nOrderBy,
3990                rUnsorted, rCost));
3991         }else{
3992           rCost = rUnsorted;
3993           rUnsorted -= 2;  /* TUNING:  Slight bias in favor of no-sort plans */
3994         }
3995 
3996         /* Check to see if pWLoop should be added to the set of
3997         ** mxChoice best-so-far paths.
3998         **
3999         ** First look for an existing path among best-so-far paths
4000         ** that covers the same set of loops and has the same isOrdered
4001         ** setting as the current path candidate.
4002         **
4003         ** The term "((pTo->isOrdered^isOrdered)&0x80)==0" is equivalent
4004         ** to (pTo->isOrdered==(-1))==(isOrdered==(-1))" for the range
4005         ** of legal values for isOrdered, -1..64.
4006         */
4007         for(jj=0, pTo=aTo; jj<nTo; jj++, pTo++){
4008           if( pTo->maskLoop==maskNew
4009            && ((pTo->isOrdered^isOrdered)&0x80)==0
4010           ){
4011             testcase( jj==nTo-1 );
4012             break;
4013           }
4014         }
4015         if( jj>=nTo ){
4016           /* None of the existing best-so-far paths match the candidate. */
4017           if( nTo>=mxChoice
4018            && (rCost>mxCost || (rCost==mxCost && rUnsorted>=mxUnsorted))
4019           ){
4020             /* The current candidate is no better than any of the mxChoice
4021             ** paths currently in the best-so-far buffer.  So discard
4022             ** this candidate as not viable. */
4023 #ifdef WHERETRACE_ENABLED /* 0x4 */
4024             if( sqlite3WhereTrace&0x4 ){
4025               sqlite3DebugPrintf("Skip   %s cost=%-3d,%3d,%3d order=%c\n",
4026                   wherePathName(pFrom, iLoop, pWLoop), rCost, nOut, rUnsorted,
4027                   isOrdered>=0 ? isOrdered+'0' : '?');
4028             }
4029 #endif
4030             continue;
4031           }
4032           /* If we reach this points it means that the new candidate path
4033           ** needs to be added to the set of best-so-far paths. */
4034           if( nTo<mxChoice ){
4035             /* Increase the size of the aTo set by one */
4036             jj = nTo++;
4037           }else{
4038             /* New path replaces the prior worst to keep count below mxChoice */
4039             jj = mxI;
4040           }
4041           pTo = &aTo[jj];
4042 #ifdef WHERETRACE_ENABLED /* 0x4 */
4043           if( sqlite3WhereTrace&0x4 ){
4044             sqlite3DebugPrintf("New    %s cost=%-3d,%3d,%3d order=%c\n",
4045                 wherePathName(pFrom, iLoop, pWLoop), rCost, nOut, rUnsorted,
4046                 isOrdered>=0 ? isOrdered+'0' : '?');
4047           }
4048 #endif
4049         }else{
4050           /* Control reaches here if best-so-far path pTo=aTo[jj] covers the
4051           ** same set of loops and has the same isOrdered setting as the
4052           ** candidate path.  Check to see if the candidate should replace
4053           ** pTo or if the candidate should be skipped.
4054           **
4055           ** The conditional is an expanded vector comparison equivalent to:
4056           **   (pTo->rCost,pTo->nRow,pTo->rUnsorted) <= (rCost,nOut,rUnsorted)
4057           */
4058           if( pTo->rCost<rCost
4059            || (pTo->rCost==rCost
4060                && (pTo->nRow<nOut
4061                    || (pTo->nRow==nOut && pTo->rUnsorted<=rUnsorted)
4062                   )
4063               )
4064           ){
4065 #ifdef WHERETRACE_ENABLED /* 0x4 */
4066             if( sqlite3WhereTrace&0x4 ){
4067               sqlite3DebugPrintf(
4068                   "Skip   %s cost=%-3d,%3d,%3d order=%c",
4069                   wherePathName(pFrom, iLoop, pWLoop), rCost, nOut, rUnsorted,
4070                   isOrdered>=0 ? isOrdered+'0' : '?');
4071               sqlite3DebugPrintf("   vs %s cost=%-3d,%3d,%3d order=%c\n",
4072                   wherePathName(pTo, iLoop+1, 0), pTo->rCost, pTo->nRow,
4073                   pTo->rUnsorted, pTo->isOrdered>=0 ? pTo->isOrdered+'0' : '?');
4074             }
4075 #endif
4076             /* Discard the candidate path from further consideration */
4077             testcase( pTo->rCost==rCost );
4078             continue;
4079           }
4080           testcase( pTo->rCost==rCost+1 );
4081           /* Control reaches here if the candidate path is better than the
4082           ** pTo path.  Replace pTo with the candidate. */
4083 #ifdef WHERETRACE_ENABLED /* 0x4 */
4084           if( sqlite3WhereTrace&0x4 ){
4085             sqlite3DebugPrintf(
4086                 "Update %s cost=%-3d,%3d,%3d order=%c",
4087                 wherePathName(pFrom, iLoop, pWLoop), rCost, nOut, rUnsorted,
4088                 isOrdered>=0 ? isOrdered+'0' : '?');
4089             sqlite3DebugPrintf("  was %s cost=%-3d,%3d,%3d order=%c\n",
4090                 wherePathName(pTo, iLoop+1, 0), pTo->rCost, pTo->nRow,
4091                 pTo->rUnsorted, pTo->isOrdered>=0 ? pTo->isOrdered+'0' : '?');
4092           }
4093 #endif
4094         }
4095         /* pWLoop is a winner.  Add it to the set of best so far */
4096         pTo->maskLoop = pFrom->maskLoop | pWLoop->maskSelf;
4097         pTo->revLoop = revMask;
4098         pTo->nRow = nOut;
4099         pTo->rCost = rCost;
4100         pTo->rUnsorted = rUnsorted;
4101         pTo->isOrdered = isOrdered;
4102         memcpy(pTo->aLoop, pFrom->aLoop, sizeof(WhereLoop*)*iLoop);
4103         pTo->aLoop[iLoop] = pWLoop;
4104         if( nTo>=mxChoice ){
4105           mxI = 0;
4106           mxCost = aTo[0].rCost;
4107           mxUnsorted = aTo[0].nRow;
4108           for(jj=1, pTo=&aTo[1]; jj<mxChoice; jj++, pTo++){
4109             if( pTo->rCost>mxCost
4110              || (pTo->rCost==mxCost && pTo->rUnsorted>mxUnsorted)
4111             ){
4112               mxCost = pTo->rCost;
4113               mxUnsorted = pTo->rUnsorted;
4114               mxI = jj;
4115             }
4116           }
4117         }
4118       }
4119     }
4120 
4121 #ifdef WHERETRACE_ENABLED  /* >=2 */
4122     if( sqlite3WhereTrace & 0x02 ){
4123       sqlite3DebugPrintf("---- after round %d ----\n", iLoop);
4124       for(ii=0, pTo=aTo; ii<nTo; ii++, pTo++){
4125         sqlite3DebugPrintf(" %s cost=%-3d nrow=%-3d order=%c",
4126            wherePathName(pTo, iLoop+1, 0), pTo->rCost, pTo->nRow,
4127            pTo->isOrdered>=0 ? (pTo->isOrdered+'0') : '?');
4128         if( pTo->isOrdered>0 ){
4129           sqlite3DebugPrintf(" rev=0x%llx\n", pTo->revLoop);
4130         }else{
4131           sqlite3DebugPrintf("\n");
4132         }
4133       }
4134     }
4135 #endif
4136 
4137     /* Swap the roles of aFrom and aTo for the next generation */
4138     pFrom = aTo;
4139     aTo = aFrom;
4140     aFrom = pFrom;
4141     nFrom = nTo;
4142   }
4143 
4144   if( nFrom==0 ){
4145     sqlite3ErrorMsg(pParse, "no query solution");
4146     sqlite3DbFreeNN(db, pSpace);
4147     return SQLITE_ERROR;
4148   }
4149 
4150   /* Find the lowest cost path.  pFrom will be left pointing to that path */
4151   pFrom = aFrom;
4152   for(ii=1; ii<nFrom; ii++){
4153     if( pFrom->rCost>aFrom[ii].rCost ) pFrom = &aFrom[ii];
4154   }
4155   assert( pWInfo->nLevel==nLoop );
4156   /* Load the lowest cost path into pWInfo */
4157   for(iLoop=0; iLoop<nLoop; iLoop++){
4158     WhereLevel *pLevel = pWInfo->a + iLoop;
4159     pLevel->pWLoop = pWLoop = pFrom->aLoop[iLoop];
4160     pLevel->iFrom = pWLoop->iTab;
4161     pLevel->iTabCur = pWInfo->pTabList->a[pLevel->iFrom].iCursor;
4162   }
4163   if( (pWInfo->wctrlFlags & WHERE_WANT_DISTINCT)!=0
4164    && (pWInfo->wctrlFlags & WHERE_DISTINCTBY)==0
4165    && pWInfo->eDistinct==WHERE_DISTINCT_NOOP
4166    && nRowEst
4167   ){
4168     Bitmask notUsed;
4169     int rc = wherePathSatisfiesOrderBy(pWInfo, pWInfo->pResultSet, pFrom,
4170                  WHERE_DISTINCTBY, nLoop-1, pFrom->aLoop[nLoop-1], &notUsed);
4171     if( rc==pWInfo->pResultSet->nExpr ){
4172       pWInfo->eDistinct = WHERE_DISTINCT_ORDERED;
4173     }
4174   }
4175   if( pWInfo->pOrderBy ){
4176     if( pWInfo->wctrlFlags & WHERE_DISTINCTBY ){
4177       if( pFrom->isOrdered==pWInfo->pOrderBy->nExpr ){
4178         pWInfo->eDistinct = WHERE_DISTINCT_ORDERED;
4179       }
4180     }else{
4181       pWInfo->nOBSat = pFrom->isOrdered;
4182       pWInfo->revMask = pFrom->revLoop;
4183       if( pWInfo->nOBSat<=0 ){
4184         pWInfo->nOBSat = 0;
4185         if( nLoop>0 ){
4186           u32 wsFlags = pFrom->aLoop[nLoop-1]->wsFlags;
4187           if( (wsFlags & WHERE_ONEROW)==0
4188            && (wsFlags&(WHERE_IPK|WHERE_COLUMN_IN))!=(WHERE_IPK|WHERE_COLUMN_IN)
4189           ){
4190             Bitmask m = 0;
4191             int rc = wherePathSatisfiesOrderBy(pWInfo, pWInfo->pOrderBy, pFrom,
4192                       WHERE_ORDERBY_LIMIT, nLoop-1, pFrom->aLoop[nLoop-1], &m);
4193             testcase( wsFlags & WHERE_IPK );
4194             testcase( wsFlags & WHERE_COLUMN_IN );
4195             if( rc==pWInfo->pOrderBy->nExpr ){
4196               pWInfo->bOrderedInnerLoop = 1;
4197               pWInfo->revMask = m;
4198             }
4199           }
4200         }
4201       }
4202     }
4203     if( (pWInfo->wctrlFlags & WHERE_SORTBYGROUP)
4204         && pWInfo->nOBSat==pWInfo->pOrderBy->nExpr && nLoop>0
4205     ){
4206       Bitmask revMask = 0;
4207       int nOrder = wherePathSatisfiesOrderBy(pWInfo, pWInfo->pOrderBy,
4208           pFrom, 0, nLoop-1, pFrom->aLoop[nLoop-1], &revMask
4209       );
4210       assert( pWInfo->sorted==0 );
4211       if( nOrder==pWInfo->pOrderBy->nExpr ){
4212         pWInfo->sorted = 1;
4213         pWInfo->revMask = revMask;
4214       }
4215     }
4216   }
4217 
4218 
4219   pWInfo->nRowOut = pFrom->nRow;
4220 
4221   /* Free temporary memory and return success */
4222   sqlite3DbFreeNN(db, pSpace);
4223   return SQLITE_OK;
4224 }
4225 
4226 /*
4227 ** Most queries use only a single table (they are not joins) and have
4228 ** simple == constraints against indexed fields.  This routine attempts
4229 ** to plan those simple cases using much less ceremony than the
4230 ** general-purpose query planner, and thereby yield faster sqlite3_prepare()
4231 ** times for the common case.
4232 **
4233 ** Return non-zero on success, if this query can be handled by this
4234 ** no-frills query planner.  Return zero if this query needs the
4235 ** general-purpose query planner.
4236 */
4237 static int whereShortCut(WhereLoopBuilder *pBuilder){
4238   WhereInfo *pWInfo;
4239   struct SrcList_item *pItem;
4240   WhereClause *pWC;
4241   WhereTerm *pTerm;
4242   WhereLoop *pLoop;
4243   int iCur;
4244   int j;
4245   Table *pTab;
4246   Index *pIdx;
4247 
4248   pWInfo = pBuilder->pWInfo;
4249   if( pWInfo->wctrlFlags & WHERE_OR_SUBCLAUSE ) return 0;
4250   assert( pWInfo->pTabList->nSrc>=1 );
4251   pItem = pWInfo->pTabList->a;
4252   pTab = pItem->pTab;
4253   if( IsVirtual(pTab) ) return 0;
4254   if( pItem->fg.isIndexedBy ) return 0;
4255   iCur = pItem->iCursor;
4256   pWC = &pWInfo->sWC;
4257   pLoop = pBuilder->pNew;
4258   pLoop->wsFlags = 0;
4259   pLoop->nSkip = 0;
4260   pTerm = sqlite3WhereFindTerm(pWC, iCur, -1, 0, WO_EQ|WO_IS, 0);
4261   if( pTerm ){
4262     testcase( pTerm->eOperator & WO_IS );
4263     pLoop->wsFlags = WHERE_COLUMN_EQ|WHERE_IPK|WHERE_ONEROW;
4264     pLoop->aLTerm[0] = pTerm;
4265     pLoop->nLTerm = 1;
4266     pLoop->u.btree.nEq = 1;
4267     /* TUNING: Cost of a rowid lookup is 10 */
4268     pLoop->rRun = 33;  /* 33==sqlite3LogEst(10) */
4269   }else{
4270     for(pIdx=pTab->pIndex; pIdx; pIdx=pIdx->pNext){
4271       int opMask;
4272       assert( pLoop->aLTermSpace==pLoop->aLTerm );
4273       if( !IsUniqueIndex(pIdx)
4274        || pIdx->pPartIdxWhere!=0
4275        || pIdx->nKeyCol>ArraySize(pLoop->aLTermSpace)
4276       ) continue;
4277       opMask = pIdx->uniqNotNull ? (WO_EQ|WO_IS) : WO_EQ;
4278       for(j=0; j<pIdx->nKeyCol; j++){
4279         pTerm = sqlite3WhereFindTerm(pWC, iCur, j, 0, opMask, pIdx);
4280         if( pTerm==0 ) break;
4281         testcase( pTerm->eOperator & WO_IS );
4282         pLoop->aLTerm[j] = pTerm;
4283       }
4284       if( j!=pIdx->nKeyCol ) continue;
4285       pLoop->wsFlags = WHERE_COLUMN_EQ|WHERE_ONEROW|WHERE_INDEXED;
4286       if( pIdx->isCovering || (pItem->colUsed & ~columnsInIndex(pIdx))==0 ){
4287         pLoop->wsFlags |= WHERE_IDX_ONLY;
4288       }
4289       pLoop->nLTerm = j;
4290       pLoop->u.btree.nEq = j;
4291       pLoop->u.btree.pIndex = pIdx;
4292       /* TUNING: Cost of a unique index lookup is 15 */
4293       pLoop->rRun = 39;  /* 39==sqlite3LogEst(15) */
4294       break;
4295     }
4296   }
4297   if( pLoop->wsFlags ){
4298     pLoop->nOut = (LogEst)1;
4299     pWInfo->a[0].pWLoop = pLoop;
4300     assert( pWInfo->sMaskSet.n==1 && iCur==pWInfo->sMaskSet.ix[0] );
4301     pLoop->maskSelf = 1; /* sqlite3WhereGetMask(&pWInfo->sMaskSet, iCur); */
4302     pWInfo->a[0].iTabCur = iCur;
4303     pWInfo->nRowOut = 1;
4304     if( pWInfo->pOrderBy ) pWInfo->nOBSat =  pWInfo->pOrderBy->nExpr;
4305     if( pWInfo->wctrlFlags & WHERE_WANT_DISTINCT ){
4306       pWInfo->eDistinct = WHERE_DISTINCT_UNIQUE;
4307     }
4308 #ifdef SQLITE_DEBUG
4309     pLoop->cId = '0';
4310 #endif
4311     return 1;
4312   }
4313   return 0;
4314 }
4315 
4316 /*
4317 ** Helper function for exprIsDeterministic().
4318 */
4319 static int exprNodeIsDeterministic(Walker *pWalker, Expr *pExpr){
4320   if( pExpr->op==TK_FUNCTION && ExprHasProperty(pExpr, EP_ConstFunc)==0 ){
4321     pWalker->eCode = 0;
4322     return WRC_Abort;
4323   }
4324   return WRC_Continue;
4325 }
4326 
4327 /*
4328 ** Return true if the expression contains no non-deterministic SQL
4329 ** functions. Do not consider non-deterministic SQL functions that are
4330 ** part of sub-select statements.
4331 */
4332 static int exprIsDeterministic(Expr *p){
4333   Walker w;
4334   memset(&w, 0, sizeof(w));
4335   w.eCode = 1;
4336   w.xExprCallback = exprNodeIsDeterministic;
4337   w.xSelectCallback = sqlite3SelectWalkFail;
4338   sqlite3WalkExpr(&w, p);
4339   return w.eCode;
4340 }
4341 
4342 /*
4343 ** Generate the beginning of the loop used for WHERE clause processing.
4344 ** The return value is a pointer to an opaque structure that contains
4345 ** information needed to terminate the loop.  Later, the calling routine
4346 ** should invoke sqlite3WhereEnd() with the return value of this function
4347 ** in order to complete the WHERE clause processing.
4348 **
4349 ** If an error occurs, this routine returns NULL.
4350 **
4351 ** The basic idea is to do a nested loop, one loop for each table in
4352 ** the FROM clause of a select.  (INSERT and UPDATE statements are the
4353 ** same as a SELECT with only a single table in the FROM clause.)  For
4354 ** example, if the SQL is this:
4355 **
4356 **       SELECT * FROM t1, t2, t3 WHERE ...;
4357 **
4358 ** Then the code generated is conceptually like the following:
4359 **
4360 **      foreach row1 in t1 do       \    Code generated
4361 **        foreach row2 in t2 do      |-- by sqlite3WhereBegin()
4362 **          foreach row3 in t3 do   /
4363 **            ...
4364 **          end                     \    Code generated
4365 **        end                        |-- by sqlite3WhereEnd()
4366 **      end                         /
4367 **
4368 ** Note that the loops might not be nested in the order in which they
4369 ** appear in the FROM clause if a different order is better able to make
4370 ** use of indices.  Note also that when the IN operator appears in
4371 ** the WHERE clause, it might result in additional nested loops for
4372 ** scanning through all values on the right-hand side of the IN.
4373 **
4374 ** There are Btree cursors associated with each table.  t1 uses cursor
4375 ** number pTabList->a[0].iCursor.  t2 uses the cursor pTabList->a[1].iCursor.
4376 ** And so forth.  This routine generates code to open those VDBE cursors
4377 ** and sqlite3WhereEnd() generates the code to close them.
4378 **
4379 ** The code that sqlite3WhereBegin() generates leaves the cursors named
4380 ** in pTabList pointing at their appropriate entries.  The [...] code
4381 ** can use OP_Column and OP_Rowid opcodes on these cursors to extract
4382 ** data from the various tables of the loop.
4383 **
4384 ** If the WHERE clause is empty, the foreach loops must each scan their
4385 ** entire tables.  Thus a three-way join is an O(N^3) operation.  But if
4386 ** the tables have indices and there are terms in the WHERE clause that
4387 ** refer to those indices, a complete table scan can be avoided and the
4388 ** code will run much faster.  Most of the work of this routine is checking
4389 ** to see if there are indices that can be used to speed up the loop.
4390 **
4391 ** Terms of the WHERE clause are also used to limit which rows actually
4392 ** make it to the "..." in the middle of the loop.  After each "foreach",
4393 ** terms of the WHERE clause that use only terms in that loop and outer
4394 ** loops are evaluated and if false a jump is made around all subsequent
4395 ** inner loops (or around the "..." if the test occurs within the inner-
4396 ** most loop)
4397 **
4398 ** OUTER JOINS
4399 **
4400 ** An outer join of tables t1 and t2 is conceptally coded as follows:
4401 **
4402 **    foreach row1 in t1 do
4403 **      flag = 0
4404 **      foreach row2 in t2 do
4405 **        start:
4406 **          ...
4407 **          flag = 1
4408 **      end
4409 **      if flag==0 then
4410 **        move the row2 cursor to a null row
4411 **        goto start
4412 **      fi
4413 **    end
4414 **
4415 ** ORDER BY CLAUSE PROCESSING
4416 **
4417 ** pOrderBy is a pointer to the ORDER BY clause (or the GROUP BY clause
4418 ** if the WHERE_GROUPBY flag is set in wctrlFlags) of a SELECT statement
4419 ** if there is one.  If there is no ORDER BY clause or if this routine
4420 ** is called from an UPDATE or DELETE statement, then pOrderBy is NULL.
4421 **
4422 ** The iIdxCur parameter is the cursor number of an index.  If
4423 ** WHERE_OR_SUBCLAUSE is set, iIdxCur is the cursor number of an index
4424 ** to use for OR clause processing.  The WHERE clause should use this
4425 ** specific cursor.  If WHERE_ONEPASS_DESIRED is set, then iIdxCur is
4426 ** the first cursor in an array of cursors for all indices.  iIdxCur should
4427 ** be used to compute the appropriate cursor depending on which index is
4428 ** used.
4429 */
4430 WhereInfo *sqlite3WhereBegin(
4431   Parse *pParse,          /* The parser context */
4432   SrcList *pTabList,      /* FROM clause: A list of all tables to be scanned */
4433   Expr *pWhere,           /* The WHERE clause */
4434   ExprList *pOrderBy,     /* An ORDER BY (or GROUP BY) clause, or NULL */
4435   ExprList *pResultSet,   /* Query result set.  Req'd for DISTINCT */
4436   u16 wctrlFlags,         /* The WHERE_* flags defined in sqliteInt.h */
4437   int iAuxArg             /* If WHERE_OR_SUBCLAUSE is set, index cursor number
4438                           ** If WHERE_USE_LIMIT, then the limit amount */
4439 ){
4440   int nByteWInfo;            /* Num. bytes allocated for WhereInfo struct */
4441   int nTabList;              /* Number of elements in pTabList */
4442   WhereInfo *pWInfo;         /* Will become the return value of this function */
4443   Vdbe *v = pParse->pVdbe;   /* The virtual database engine */
4444   Bitmask notReady;          /* Cursors that are not yet positioned */
4445   WhereLoopBuilder sWLB;     /* The WhereLoop builder */
4446   WhereMaskSet *pMaskSet;    /* The expression mask set */
4447   WhereLevel *pLevel;        /* A single level in pWInfo->a[] */
4448   WhereLoop *pLoop;          /* Pointer to a single WhereLoop object */
4449   int ii;                    /* Loop counter */
4450   sqlite3 *db;               /* Database connection */
4451   int rc;                    /* Return code */
4452   u8 bFordelete = 0;         /* OPFLAG_FORDELETE or zero, as appropriate */
4453 
4454   assert( (wctrlFlags & WHERE_ONEPASS_MULTIROW)==0 || (
4455         (wctrlFlags & WHERE_ONEPASS_DESIRED)!=0
4456      && (wctrlFlags & WHERE_OR_SUBCLAUSE)==0
4457   ));
4458 
4459   /* Only one of WHERE_OR_SUBCLAUSE or WHERE_USE_LIMIT */
4460   assert( (wctrlFlags & WHERE_OR_SUBCLAUSE)==0
4461             || (wctrlFlags & WHERE_USE_LIMIT)==0 );
4462 
4463   /* Variable initialization */
4464   db = pParse->db;
4465   memset(&sWLB, 0, sizeof(sWLB));
4466 
4467   /* An ORDER/GROUP BY clause of more than 63 terms cannot be optimized */
4468   testcase( pOrderBy && pOrderBy->nExpr==BMS-1 );
4469   if( pOrderBy && pOrderBy->nExpr>=BMS ) pOrderBy = 0;
4470   sWLB.pOrderBy = pOrderBy;
4471 
4472   /* Disable the DISTINCT optimization if SQLITE_DistinctOpt is set via
4473   ** sqlite3_test_ctrl(SQLITE_TESTCTRL_OPTIMIZATIONS,...) */
4474   if( OptimizationDisabled(db, SQLITE_DistinctOpt) ){
4475     wctrlFlags &= ~WHERE_WANT_DISTINCT;
4476   }
4477 
4478   /* The number of tables in the FROM clause is limited by the number of
4479   ** bits in a Bitmask
4480   */
4481   testcase( pTabList->nSrc==BMS );
4482   if( pTabList->nSrc>BMS ){
4483     sqlite3ErrorMsg(pParse, "at most %d tables in a join", BMS);
4484     return 0;
4485   }
4486 
4487   /* This function normally generates a nested loop for all tables in
4488   ** pTabList.  But if the WHERE_OR_SUBCLAUSE flag is set, then we should
4489   ** only generate code for the first table in pTabList and assume that
4490   ** any cursors associated with subsequent tables are uninitialized.
4491   */
4492   nTabList = (wctrlFlags & WHERE_OR_SUBCLAUSE) ? 1 : pTabList->nSrc;
4493 
4494   /* Allocate and initialize the WhereInfo structure that will become the
4495   ** return value. A single allocation is used to store the WhereInfo
4496   ** struct, the contents of WhereInfo.a[], the WhereClause structure
4497   ** and the WhereMaskSet structure. Since WhereClause contains an 8-byte
4498   ** field (type Bitmask) it must be aligned on an 8-byte boundary on
4499   ** some architectures. Hence the ROUND8() below.
4500   */
4501   nByteWInfo = ROUND8(sizeof(WhereInfo)+(nTabList-1)*sizeof(WhereLevel));
4502   pWInfo = sqlite3DbMallocRawNN(db, nByteWInfo + sizeof(WhereLoop));
4503   if( db->mallocFailed ){
4504     sqlite3DbFree(db, pWInfo);
4505     pWInfo = 0;
4506     goto whereBeginError;
4507   }
4508   pWInfo->pParse = pParse;
4509   pWInfo->pTabList = pTabList;
4510   pWInfo->pOrderBy = pOrderBy;
4511   pWInfo->pWhere = pWhere;
4512   pWInfo->pResultSet = pResultSet;
4513   pWInfo->aiCurOnePass[0] = pWInfo->aiCurOnePass[1] = -1;
4514   pWInfo->nLevel = nTabList;
4515   pWInfo->iBreak = pWInfo->iContinue = sqlite3VdbeMakeLabel(v);
4516   pWInfo->wctrlFlags = wctrlFlags;
4517   pWInfo->iLimit = iAuxArg;
4518   pWInfo->savedNQueryLoop = pParse->nQueryLoop;
4519   memset(&pWInfo->nOBSat, 0,
4520          offsetof(WhereInfo,sWC) - offsetof(WhereInfo,nOBSat));
4521   memset(&pWInfo->a[0], 0, sizeof(WhereLoop)+nTabList*sizeof(WhereLevel));
4522   assert( pWInfo->eOnePass==ONEPASS_OFF );  /* ONEPASS defaults to OFF */
4523   pMaskSet = &pWInfo->sMaskSet;
4524   sWLB.pWInfo = pWInfo;
4525   sWLB.pWC = &pWInfo->sWC;
4526   sWLB.pNew = (WhereLoop*)(((char*)pWInfo)+nByteWInfo);
4527   assert( EIGHT_BYTE_ALIGNMENT(sWLB.pNew) );
4528   whereLoopInit(sWLB.pNew);
4529 #ifdef SQLITE_DEBUG
4530   sWLB.pNew->cId = '*';
4531 #endif
4532 
4533   /* Split the WHERE clause into separate subexpressions where each
4534   ** subexpression is separated by an AND operator.
4535   */
4536   initMaskSet(pMaskSet);
4537   sqlite3WhereClauseInit(&pWInfo->sWC, pWInfo);
4538   sqlite3WhereSplit(&pWInfo->sWC, pWhere, TK_AND);
4539 
4540   /* Special case: No FROM clause
4541   */
4542   if( nTabList==0 ){
4543     if( pOrderBy ) pWInfo->nOBSat = pOrderBy->nExpr;
4544     if( wctrlFlags & WHERE_WANT_DISTINCT ){
4545       pWInfo->eDistinct = WHERE_DISTINCT_UNIQUE;
4546     }
4547   }else{
4548     /* Assign a bit from the bitmask to every term in the FROM clause.
4549     **
4550     ** The N-th term of the FROM clause is assigned a bitmask of 1<<N.
4551     **
4552     ** The rule of the previous sentence ensures thta if X is the bitmask for
4553     ** a table T, then X-1 is the bitmask for all other tables to the left of T.
4554     ** Knowing the bitmask for all tables to the left of a left join is
4555     ** important.  Ticket #3015.
4556     **
4557     ** Note that bitmasks are created for all pTabList->nSrc tables in
4558     ** pTabList, not just the first nTabList tables.  nTabList is normally
4559     ** equal to pTabList->nSrc but might be shortened to 1 if the
4560     ** WHERE_OR_SUBCLAUSE flag is set.
4561     */
4562     ii = 0;
4563     do{
4564       createMask(pMaskSet, pTabList->a[ii].iCursor);
4565       sqlite3WhereTabFuncArgs(pParse, &pTabList->a[ii], &pWInfo->sWC);
4566     }while( (++ii)<pTabList->nSrc );
4567   #ifdef SQLITE_DEBUG
4568     {
4569       Bitmask mx = 0;
4570       for(ii=0; ii<pTabList->nSrc; ii++){
4571         Bitmask m = sqlite3WhereGetMask(pMaskSet, pTabList->a[ii].iCursor);
4572         assert( m>=mx );
4573         mx = m;
4574       }
4575     }
4576   #endif
4577   }
4578 
4579   /* Analyze all of the subexpressions. */
4580   sqlite3WhereExprAnalyze(pTabList, &pWInfo->sWC);
4581   if( db->mallocFailed ) goto whereBeginError;
4582 
4583   /* Special case: WHERE terms that do not refer to any tables in the join
4584   ** (constant expressions). Evaluate each such term, and jump over all the
4585   ** generated code if the result is not true.
4586   **
4587   ** Do not do this if the expression contains non-deterministic functions
4588   ** that are not within a sub-select. This is not strictly required, but
4589   ** preserves SQLite's legacy behaviour in the following two cases:
4590   **
4591   **   FROM ... WHERE random()>0;           -- eval random() once per row
4592   **   FROM ... WHERE (SELECT random())>0;  -- eval random() once overall
4593   */
4594   for(ii=0; ii<sWLB.pWC->nTerm; ii++){
4595     WhereTerm *pT = &sWLB.pWC->a[ii];
4596     if( pT->prereqAll==0 && (nTabList==0 || exprIsDeterministic(pT->pExpr)) ){
4597       sqlite3ExprIfFalse(pParse, pT->pExpr, pWInfo->iBreak, SQLITE_JUMPIFNULL);
4598       pT->wtFlags |= TERM_CODED;
4599     }
4600   }
4601 
4602   if( wctrlFlags & WHERE_WANT_DISTINCT ){
4603     if( isDistinctRedundant(pParse, pTabList, &pWInfo->sWC, pResultSet) ){
4604       /* The DISTINCT marking is pointless.  Ignore it. */
4605       pWInfo->eDistinct = WHERE_DISTINCT_UNIQUE;
4606     }else if( pOrderBy==0 ){
4607       /* Try to ORDER BY the result set to make distinct processing easier */
4608       pWInfo->wctrlFlags |= WHERE_DISTINCTBY;
4609       pWInfo->pOrderBy = pResultSet;
4610     }
4611   }
4612 
4613   /* Construct the WhereLoop objects */
4614 #if defined(WHERETRACE_ENABLED)
4615   if( sqlite3WhereTrace & 0xffff ){
4616     sqlite3DebugPrintf("*** Optimizer Start *** (wctrlFlags: 0x%x",wctrlFlags);
4617     if( wctrlFlags & WHERE_USE_LIMIT ){
4618       sqlite3DebugPrintf(", limit: %d", iAuxArg);
4619     }
4620     sqlite3DebugPrintf(")\n");
4621   }
4622   if( sqlite3WhereTrace & 0x100 ){ /* Display all terms of the WHERE clause */
4623     sqlite3WhereClausePrint(sWLB.pWC);
4624   }
4625 #endif
4626 
4627   if( nTabList!=1 || whereShortCut(&sWLB)==0 ){
4628     rc = whereLoopAddAll(&sWLB);
4629     if( rc ) goto whereBeginError;
4630 
4631 #ifdef WHERETRACE_ENABLED
4632     if( sqlite3WhereTrace ){    /* Display all of the WhereLoop objects */
4633       WhereLoop *p;
4634       int i;
4635       static const char zLabel[] = "0123456789abcdefghijklmnopqrstuvwyxz"
4636                                              "ABCDEFGHIJKLMNOPQRSTUVWYXZ";
4637       for(p=pWInfo->pLoops, i=0; p; p=p->pNextLoop, i++){
4638         p->cId = zLabel[i%(sizeof(zLabel)-1)];
4639         whereLoopPrint(p, sWLB.pWC);
4640       }
4641     }
4642 #endif
4643 
4644     wherePathSolver(pWInfo, 0);
4645     if( db->mallocFailed ) goto whereBeginError;
4646     if( pWInfo->pOrderBy ){
4647        wherePathSolver(pWInfo, pWInfo->nRowOut+1);
4648        if( db->mallocFailed ) goto whereBeginError;
4649     }
4650   }
4651   if( pWInfo->pOrderBy==0 && (db->flags & SQLITE_ReverseOrder)!=0 ){
4652      pWInfo->revMask = ALLBITS;
4653   }
4654   if( pParse->nErr || NEVER(db->mallocFailed) ){
4655     goto whereBeginError;
4656   }
4657 #ifdef WHERETRACE_ENABLED
4658   if( sqlite3WhereTrace ){
4659     sqlite3DebugPrintf("---- Solution nRow=%d", pWInfo->nRowOut);
4660     if( pWInfo->nOBSat>0 ){
4661       sqlite3DebugPrintf(" ORDERBY=%d,0x%llx", pWInfo->nOBSat, pWInfo->revMask);
4662     }
4663     switch( pWInfo->eDistinct ){
4664       case WHERE_DISTINCT_UNIQUE: {
4665         sqlite3DebugPrintf("  DISTINCT=unique");
4666         break;
4667       }
4668       case WHERE_DISTINCT_ORDERED: {
4669         sqlite3DebugPrintf("  DISTINCT=ordered");
4670         break;
4671       }
4672       case WHERE_DISTINCT_UNORDERED: {
4673         sqlite3DebugPrintf("  DISTINCT=unordered");
4674         break;
4675       }
4676     }
4677     sqlite3DebugPrintf("\n");
4678     for(ii=0; ii<pWInfo->nLevel; ii++){
4679       whereLoopPrint(pWInfo->a[ii].pWLoop, sWLB.pWC);
4680     }
4681   }
4682 #endif
4683   /* Attempt to omit tables from the join that do not effect the result */
4684   if( pWInfo->nLevel>=2
4685    && pResultSet!=0
4686    && OptimizationEnabled(db, SQLITE_OmitNoopJoin)
4687   ){
4688     Bitmask tabUsed = sqlite3WhereExprListUsage(pMaskSet, pResultSet);
4689     if( sWLB.pOrderBy ){
4690       tabUsed |= sqlite3WhereExprListUsage(pMaskSet, sWLB.pOrderBy);
4691     }
4692     while( pWInfo->nLevel>=2 ){
4693       WhereTerm *pTerm, *pEnd;
4694       pLoop = pWInfo->a[pWInfo->nLevel-1].pWLoop;
4695       if( (pWInfo->pTabList->a[pLoop->iTab].fg.jointype & JT_LEFT)==0 ) break;
4696       if( (wctrlFlags & WHERE_WANT_DISTINCT)==0
4697        && (pLoop->wsFlags & WHERE_ONEROW)==0
4698       ){
4699         break;
4700       }
4701       if( (tabUsed & pLoop->maskSelf)!=0 ) break;
4702       pEnd = sWLB.pWC->a + sWLB.pWC->nTerm;
4703       for(pTerm=sWLB.pWC->a; pTerm<pEnd; pTerm++){
4704         if( (pTerm->prereqAll & pLoop->maskSelf)!=0
4705          && !ExprHasProperty(pTerm->pExpr, EP_FromJoin)
4706         ){
4707           break;
4708         }
4709       }
4710       if( pTerm<pEnd ) break;
4711       WHERETRACE(0xffff, ("-> drop loop %c not used\n", pLoop->cId));
4712       pWInfo->nLevel--;
4713       nTabList--;
4714     }
4715   }
4716   WHERETRACE(0xffff,("*** Optimizer Finished ***\n"));
4717   pWInfo->pParse->nQueryLoop += pWInfo->nRowOut;
4718 
4719   /* If the caller is an UPDATE or DELETE statement that is requesting
4720   ** to use a one-pass algorithm, determine if this is appropriate.
4721   */
4722   assert( (wctrlFlags & WHERE_ONEPASS_DESIRED)==0 || pWInfo->nLevel==1 );
4723   if( (wctrlFlags & WHERE_ONEPASS_DESIRED)!=0 ){
4724     int wsFlags = pWInfo->a[0].pWLoop->wsFlags;
4725     int bOnerow = (wsFlags & WHERE_ONEROW)!=0;
4726     if( bOnerow
4727      || ((wctrlFlags & WHERE_ONEPASS_MULTIROW)!=0
4728            && 0==(wsFlags & WHERE_VIRTUALTABLE))
4729     ){
4730       pWInfo->eOnePass = bOnerow ? ONEPASS_SINGLE : ONEPASS_MULTI;
4731       if( HasRowid(pTabList->a[0].pTab) && (wsFlags & WHERE_IDX_ONLY) ){
4732         if( wctrlFlags & WHERE_ONEPASS_MULTIROW ){
4733           bFordelete = OPFLAG_FORDELETE;
4734         }
4735         pWInfo->a[0].pWLoop->wsFlags = (wsFlags & ~WHERE_IDX_ONLY);
4736       }
4737     }
4738   }
4739 
4740   /* Open all tables in the pTabList and any indices selected for
4741   ** searching those tables.
4742   */
4743   for(ii=0, pLevel=pWInfo->a; ii<nTabList; ii++, pLevel++){
4744     Table *pTab;     /* Table to open */
4745     int iDb;         /* Index of database containing table/index */
4746     struct SrcList_item *pTabItem;
4747 
4748     pTabItem = &pTabList->a[pLevel->iFrom];
4749     pTab = pTabItem->pTab;
4750     iDb = sqlite3SchemaToIndex(db, pTab->pSchema);
4751     pLoop = pLevel->pWLoop;
4752     if( (pTab->tabFlags & TF_Ephemeral)!=0 || pTab->pSelect ){
4753       /* Do nothing */
4754     }else
4755 #ifndef SQLITE_OMIT_VIRTUALTABLE
4756     if( (pLoop->wsFlags & WHERE_VIRTUALTABLE)!=0 ){
4757       const char *pVTab = (const char *)sqlite3GetVTable(db, pTab);
4758       int iCur = pTabItem->iCursor;
4759       sqlite3VdbeAddOp4(v, OP_VOpen, iCur, 0, 0, pVTab, P4_VTAB);
4760     }else if( IsVirtual(pTab) ){
4761       /* noop */
4762     }else
4763 #endif
4764     if( (pLoop->wsFlags & WHERE_IDX_ONLY)==0
4765          && (wctrlFlags & WHERE_OR_SUBCLAUSE)==0 ){
4766       int op = OP_OpenRead;
4767       if( pWInfo->eOnePass!=ONEPASS_OFF ){
4768         op = OP_OpenWrite;
4769         pWInfo->aiCurOnePass[0] = pTabItem->iCursor;
4770       };
4771       sqlite3OpenTable(pParse, pTabItem->iCursor, iDb, pTab, op);
4772       assert( pTabItem->iCursor==pLevel->iTabCur );
4773       testcase( pWInfo->eOnePass==ONEPASS_OFF && pTab->nCol==BMS-1 );
4774       testcase( pWInfo->eOnePass==ONEPASS_OFF && pTab->nCol==BMS );
4775       if( pWInfo->eOnePass==ONEPASS_OFF && pTab->nCol<BMS && HasRowid(pTab) ){
4776         Bitmask b = pTabItem->colUsed;
4777         int n = 0;
4778         for(; b; b=b>>1, n++){}
4779         sqlite3VdbeChangeP4(v, -1, SQLITE_INT_TO_PTR(n), P4_INT32);
4780         assert( n<=pTab->nCol );
4781       }
4782 #ifdef SQLITE_ENABLE_CURSOR_HINTS
4783       if( pLoop->u.btree.pIndex!=0 ){
4784         sqlite3VdbeChangeP5(v, OPFLAG_SEEKEQ|bFordelete);
4785       }else
4786 #endif
4787       {
4788         sqlite3VdbeChangeP5(v, bFordelete);
4789       }
4790 #ifdef SQLITE_ENABLE_COLUMN_USED_MASK
4791       sqlite3VdbeAddOp4Dup8(v, OP_ColumnsUsed, pTabItem->iCursor, 0, 0,
4792                             (const u8*)&pTabItem->colUsed, P4_INT64);
4793 #endif
4794     }else{
4795       sqlite3TableLock(pParse, iDb, pTab->tnum, 0, pTab->zName);
4796     }
4797     if( pLoop->wsFlags & WHERE_INDEXED ){
4798       Index *pIx = pLoop->u.btree.pIndex;
4799       int iIndexCur;
4800       int op = OP_OpenRead;
4801       /* iAuxArg is always set to a positive value if ONEPASS is possible */
4802       assert( iAuxArg!=0 || (pWInfo->wctrlFlags & WHERE_ONEPASS_DESIRED)==0 );
4803       if( !HasRowid(pTab) && IsPrimaryKeyIndex(pIx)
4804        && (wctrlFlags & WHERE_OR_SUBCLAUSE)!=0
4805       ){
4806         /* This is one term of an OR-optimization using the PRIMARY KEY of a
4807         ** WITHOUT ROWID table.  No need for a separate index */
4808         iIndexCur = pLevel->iTabCur;
4809         op = 0;
4810       }else if( pWInfo->eOnePass!=ONEPASS_OFF ){
4811         Index *pJ = pTabItem->pTab->pIndex;
4812         iIndexCur = iAuxArg;
4813         assert( wctrlFlags & WHERE_ONEPASS_DESIRED );
4814         while( ALWAYS(pJ) && pJ!=pIx ){
4815           iIndexCur++;
4816           pJ = pJ->pNext;
4817         }
4818         op = OP_OpenWrite;
4819         pWInfo->aiCurOnePass[1] = iIndexCur;
4820       }else if( iAuxArg && (wctrlFlags & WHERE_OR_SUBCLAUSE)!=0 ){
4821         iIndexCur = iAuxArg;
4822         op = OP_ReopenIdx;
4823       }else{
4824         iIndexCur = pParse->nTab++;
4825       }
4826       pLevel->iIdxCur = iIndexCur;
4827       assert( pIx->pSchema==pTab->pSchema );
4828       assert( iIndexCur>=0 );
4829       if( op ){
4830         sqlite3VdbeAddOp3(v, op, iIndexCur, pIx->tnum, iDb);
4831         sqlite3VdbeSetP4KeyInfo(pParse, pIx);
4832         if( (pLoop->wsFlags & WHERE_CONSTRAINT)!=0
4833          && (pLoop->wsFlags & (WHERE_COLUMN_RANGE|WHERE_SKIPSCAN))==0
4834          && (pWInfo->wctrlFlags&WHERE_ORDERBY_MIN)==0
4835          && pWInfo->eDistinct!=WHERE_DISTINCT_ORDERED
4836         ){
4837           sqlite3VdbeChangeP5(v, OPFLAG_SEEKEQ); /* Hint to COMDB2 */
4838         }
4839         VdbeComment((v, "%s", pIx->zName));
4840 #ifdef SQLITE_ENABLE_COLUMN_USED_MASK
4841         {
4842           u64 colUsed = 0;
4843           int ii, jj;
4844           for(ii=0; ii<pIx->nColumn; ii++){
4845             jj = pIx->aiColumn[ii];
4846             if( jj<0 ) continue;
4847             if( jj>63 ) jj = 63;
4848             if( (pTabItem->colUsed & MASKBIT(jj))==0 ) continue;
4849             colUsed |= ((u64)1)<<(ii<63 ? ii : 63);
4850           }
4851           sqlite3VdbeAddOp4Dup8(v, OP_ColumnsUsed, iIndexCur, 0, 0,
4852                                 (u8*)&colUsed, P4_INT64);
4853         }
4854 #endif /* SQLITE_ENABLE_COLUMN_USED_MASK */
4855       }
4856     }
4857     if( iDb>=0 ) sqlite3CodeVerifySchema(pParse, iDb);
4858   }
4859   pWInfo->iTop = sqlite3VdbeCurrentAddr(v);
4860   if( db->mallocFailed ) goto whereBeginError;
4861 
4862   /* Generate the code to do the search.  Each iteration of the for
4863   ** loop below generates code for a single nested loop of the VM
4864   ** program.
4865   */
4866   notReady = ~(Bitmask)0;
4867   for(ii=0; ii<nTabList; ii++){
4868     int addrExplain;
4869     int wsFlags;
4870     pLevel = &pWInfo->a[ii];
4871     wsFlags = pLevel->pWLoop->wsFlags;
4872 #ifndef SQLITE_OMIT_AUTOMATIC_INDEX
4873     if( (pLevel->pWLoop->wsFlags & WHERE_AUTO_INDEX)!=0 ){
4874       constructAutomaticIndex(pParse, &pWInfo->sWC,
4875                 &pTabList->a[pLevel->iFrom], notReady, pLevel);
4876       if( db->mallocFailed ) goto whereBeginError;
4877     }
4878 #endif
4879     addrExplain = sqlite3WhereExplainOneScan(
4880         pParse, pTabList, pLevel, ii, pLevel->iFrom, wctrlFlags
4881     );
4882     pLevel->addrBody = sqlite3VdbeCurrentAddr(v);
4883     notReady = sqlite3WhereCodeOneLoopStart(pWInfo, ii, notReady);
4884     pWInfo->iContinue = pLevel->addrCont;
4885     if( (wsFlags&WHERE_MULTI_OR)==0 && (wctrlFlags&WHERE_OR_SUBCLAUSE)==0 ){
4886       sqlite3WhereAddScanStatus(v, pTabList, pLevel, addrExplain);
4887     }
4888   }
4889 
4890   /* Done. */
4891   VdbeModuleComment((v, "Begin WHERE-core"));
4892   return pWInfo;
4893 
4894   /* Jump here if malloc fails */
4895 whereBeginError:
4896   if( pWInfo ){
4897     pParse->nQueryLoop = pWInfo->savedNQueryLoop;
4898     whereInfoFree(db, pWInfo);
4899   }
4900   return 0;
4901 }
4902 
4903 /*
4904 ** Generate the end of the WHERE loop.  See comments on
4905 ** sqlite3WhereBegin() for additional information.
4906 */
4907 void sqlite3WhereEnd(WhereInfo *pWInfo){
4908   Parse *pParse = pWInfo->pParse;
4909   Vdbe *v = pParse->pVdbe;
4910   int i;
4911   WhereLevel *pLevel;
4912   WhereLoop *pLoop;
4913   SrcList *pTabList = pWInfo->pTabList;
4914   sqlite3 *db = pParse->db;
4915 
4916   /* Generate loop termination code.
4917   */
4918   VdbeModuleComment((v, "End WHERE-core"));
4919   sqlite3ExprCacheClear(pParse);
4920   for(i=pWInfo->nLevel-1; i>=0; i--){
4921     int addr;
4922     pLevel = &pWInfo->a[i];
4923     pLoop = pLevel->pWLoop;
4924     if( pLevel->op!=OP_Noop ){
4925 #ifndef SQLITE_DISABLE_SKIPAHEAD_DISTINCT
4926       int addrSeek = 0;
4927       Index *pIdx;
4928       int n;
4929       if( pWInfo->eDistinct==WHERE_DISTINCT_ORDERED
4930        && (pLoop->wsFlags & WHERE_INDEXED)!=0
4931        && (pIdx = pLoop->u.btree.pIndex)->hasStat1
4932        && (n = pLoop->u.btree.nIdxCol)>0
4933        && pIdx->aiRowLogEst[n]>=36
4934       ){
4935         int r1 = pParse->nMem+1;
4936         int j, op;
4937         for(j=0; j<n; j++){
4938           sqlite3VdbeAddOp3(v, OP_Column, pLevel->iIdxCur, j, r1+j);
4939         }
4940         pParse->nMem += n+1;
4941         op = pLevel->op==OP_Prev ? OP_SeekLT : OP_SeekGT;
4942         addrSeek = sqlite3VdbeAddOp4Int(v, op, pLevel->iIdxCur, 0, r1, n);
4943         VdbeCoverageIf(v, op==OP_SeekLT);
4944         VdbeCoverageIf(v, op==OP_SeekGT);
4945         sqlite3VdbeAddOp2(v, OP_Goto, 1, pLevel->p2);
4946       }
4947 #endif /* SQLITE_DISABLE_SKIPAHEAD_DISTINCT */
4948       /* The common case: Advance to the next row */
4949       sqlite3VdbeResolveLabel(v, pLevel->addrCont);
4950       sqlite3VdbeAddOp3(v, pLevel->op, pLevel->p1, pLevel->p2, pLevel->p3);
4951       sqlite3VdbeChangeP5(v, pLevel->p5);
4952       VdbeCoverage(v);
4953       VdbeCoverageIf(v, pLevel->op==OP_Next);
4954       VdbeCoverageIf(v, pLevel->op==OP_Prev);
4955       VdbeCoverageIf(v, pLevel->op==OP_VNext);
4956 #ifndef SQLITE_DISABLE_SKIPAHEAD_DISTINCT
4957       if( addrSeek ) sqlite3VdbeJumpHere(v, addrSeek);
4958 #endif
4959     }else{
4960       sqlite3VdbeResolveLabel(v, pLevel->addrCont);
4961     }
4962     if( pLoop->wsFlags & WHERE_IN_ABLE && pLevel->u.in.nIn>0 ){
4963       struct InLoop *pIn;
4964       int j;
4965       sqlite3VdbeResolveLabel(v, pLevel->addrNxt);
4966       for(j=pLevel->u.in.nIn, pIn=&pLevel->u.in.aInLoop[j-1]; j>0; j--, pIn--){
4967         sqlite3VdbeJumpHere(v, pIn->addrInTop+1);
4968         if( pIn->eEndLoopOp!=OP_Noop ){
4969           sqlite3VdbeAddOp2(v, pIn->eEndLoopOp, pIn->iCur, pIn->addrInTop);
4970           VdbeCoverage(v);
4971           VdbeCoverageIf(v, pIn->eEndLoopOp==OP_PrevIfOpen);
4972           VdbeCoverageIf(v, pIn->eEndLoopOp==OP_NextIfOpen);
4973         }
4974         sqlite3VdbeJumpHere(v, pIn->addrInTop-1);
4975       }
4976     }
4977     sqlite3VdbeResolveLabel(v, pLevel->addrBrk);
4978     if( pLevel->addrSkip ){
4979       sqlite3VdbeGoto(v, pLevel->addrSkip);
4980       VdbeComment((v, "next skip-scan on %s", pLoop->u.btree.pIndex->zName));
4981       sqlite3VdbeJumpHere(v, pLevel->addrSkip);
4982       sqlite3VdbeJumpHere(v, pLevel->addrSkip-2);
4983     }
4984 #ifndef SQLITE_LIKE_DOESNT_MATCH_BLOBS
4985     if( pLevel->addrLikeRep ){
4986       sqlite3VdbeAddOp2(v, OP_DecrJumpZero, (int)(pLevel->iLikeRepCntr>>1),
4987                         pLevel->addrLikeRep);
4988       VdbeCoverage(v);
4989     }
4990 #endif
4991     if( pLevel->iLeftJoin ){
4992       int ws = pLoop->wsFlags;
4993       addr = sqlite3VdbeAddOp1(v, OP_IfPos, pLevel->iLeftJoin); VdbeCoverage(v);
4994       assert( (ws & WHERE_IDX_ONLY)==0 || (ws & WHERE_INDEXED)!=0 );
4995       if( (ws & WHERE_IDX_ONLY)==0 ){
4996         sqlite3VdbeAddOp1(v, OP_NullRow, pTabList->a[i].iCursor);
4997       }
4998       if( (ws & WHERE_INDEXED)
4999        || ((ws & WHERE_MULTI_OR) && pLevel->u.pCovidx)
5000       ){
5001         sqlite3VdbeAddOp1(v, OP_NullRow, pLevel->iIdxCur);
5002       }
5003       if( pLevel->op==OP_Return ){
5004         sqlite3VdbeAddOp2(v, OP_Gosub, pLevel->p1, pLevel->addrFirst);
5005       }else{
5006         sqlite3VdbeGoto(v, pLevel->addrFirst);
5007       }
5008       sqlite3VdbeJumpHere(v, addr);
5009     }
5010     VdbeModuleComment((v, "End WHERE-loop%d: %s", i,
5011                      pWInfo->pTabList->a[pLevel->iFrom].pTab->zName));
5012   }
5013 
5014   /* The "break" point is here, just past the end of the outer loop.
5015   ** Set it.
5016   */
5017   sqlite3VdbeResolveLabel(v, pWInfo->iBreak);
5018 
5019   assert( pWInfo->nLevel<=pTabList->nSrc );
5020   for(i=0, pLevel=pWInfo->a; i<pWInfo->nLevel; i++, pLevel++){
5021     int k, last;
5022     VdbeOp *pOp;
5023     Index *pIdx = 0;
5024     struct SrcList_item *pTabItem = &pTabList->a[pLevel->iFrom];
5025     Table *pTab = pTabItem->pTab;
5026     assert( pTab!=0 );
5027     pLoop = pLevel->pWLoop;
5028 
5029     /* For a co-routine, change all OP_Column references to the table of
5030     ** the co-routine into OP_Copy of result contained in a register.
5031     ** OP_Rowid becomes OP_Null.
5032     */
5033     if( pTabItem->fg.viaCoroutine ){
5034       testcase( pParse->db->mallocFailed );
5035       translateColumnToCopy(pParse, pLevel->addrBody, pLevel->iTabCur,
5036                             pTabItem->regResult, 0);
5037       continue;
5038     }
5039 
5040     /* If this scan uses an index, make VDBE code substitutions to read data
5041     ** from the index instead of from the table where possible.  In some cases
5042     ** this optimization prevents the table from ever being read, which can
5043     ** yield a significant performance boost.
5044     **
5045     ** Calls to the code generator in between sqlite3WhereBegin and
5046     ** sqlite3WhereEnd will have created code that references the table
5047     ** directly.  This loop scans all that code looking for opcodes
5048     ** that reference the table and converts them into opcodes that
5049     ** reference the index.
5050     */
5051     if( pLoop->wsFlags & (WHERE_INDEXED|WHERE_IDX_ONLY) ){
5052       pIdx = pLoop->u.btree.pIndex;
5053     }else if( pLoop->wsFlags & WHERE_MULTI_OR ){
5054       pIdx = pLevel->u.pCovidx;
5055     }
5056     if( pIdx
5057      && (pWInfo->eOnePass==ONEPASS_OFF || !HasRowid(pIdx->pTable))
5058      && !db->mallocFailed
5059     ){
5060       last = sqlite3VdbeCurrentAddr(v);
5061       k = pLevel->addrBody;
5062       pOp = sqlite3VdbeGetOp(v, k);
5063       for(; k<last; k++, pOp++){
5064         if( pOp->p1!=pLevel->iTabCur ) continue;
5065         if( pOp->opcode==OP_Column ){
5066           int x = pOp->p2;
5067           assert( pIdx->pTable==pTab );
5068           if( !HasRowid(pTab) ){
5069             Index *pPk = sqlite3PrimaryKeyIndex(pTab);
5070             x = pPk->aiColumn[x];
5071             assert( x>=0 );
5072           }
5073           x = sqlite3ColumnOfIndex(pIdx, x);
5074           if( x>=0 ){
5075             pOp->p2 = x;
5076             pOp->p1 = pLevel->iIdxCur;
5077           }
5078           assert( (pLoop->wsFlags & WHERE_IDX_ONLY)==0 || x>=0
5079               || pWInfo->eOnePass );
5080         }else if( pOp->opcode==OP_Rowid ){
5081           pOp->p1 = pLevel->iIdxCur;
5082           pOp->opcode = OP_IdxRowid;
5083         }else if( pOp->opcode==OP_IfNullRow ){
5084           pOp->p1 = pLevel->iIdxCur;
5085         }
5086       }
5087     }
5088   }
5089 
5090   /* Final cleanup
5091   */
5092   pParse->nQueryLoop = pWInfo->savedNQueryLoop;
5093   whereInfoFree(db, pWInfo);
5094   return;
5095 }
5096