LCOV - code coverage report
Current view: top level - gdk - gdk_search.c (source / functions) Hit Total Coverage
Test: coverage.info Lines: 103 131 78.6 %
Date: 2024-12-20 20:06:10 Functions: 14 14 100.0 %

          Line data    Source code
       1             : /*
       2             :  * SPDX-License-Identifier: MPL-2.0
       3             :  *
       4             :  * This Source Code Form is subject to the terms of the Mozilla Public
       5             :  * License, v. 2.0.  If a copy of the MPL was not distributed with this
       6             :  * file, You can obtain one at http://mozilla.org/MPL/2.0/.
       7             :  *
       8             :  * Copyright 2024 MonetDB Foundation;
       9             :  * Copyright August 2008 - 2023 MonetDB B.V.;
      10             :  * Copyright 1997 - July 2008 CWI.
      11             :  */
      12             : 
      13             : /*
      14             :  * In this file we have a number of functions that search a column
      15             :  * using binary search.  The column must be sorted or reverse sorted
      16             :  * (for the SORTfnd* functions), or there must be an order index (for
      17             :  * the ORDERfnd* functions).
      18             :  *
      19             :  * All functions return a BUN, i.e. an offset from the start of the
      20             :  * column.  The SORTfnd and ORDERfnd functions return BUN_NONE if the
      21             :  * value does not occur in the column.
      22             :  *
      23             :  * The ORDERfnd* functions return an offset in the order index, so to
      24             :  * get the actual position, (the OID, not the BUN), read the order
      25             :  * index at that offset.
      26             :  *
      27             :  * The *fndfirst functions return the BUN of the *first* value in the
      28             :  * column that is greater (less) than or equal to the value being
      29             :  * searched (when the column is sorted in ascending (descending)
      30             :  * order).
      31             :  *
      32             :  * The *fndlast functions return the BUN of the *first* value in the
      33             :  * column that is greater (less) than the value being searched (when
      34             :  * the column is sorted in ascending (descending) order).
      35             :  *
      36             :  * If the value to be found occurs, the following relationship holds:
      37             :  *
      38             :  * SORTfndfirst(b, v) <= SORTfnd(b, v) < SORTfndlast(b, v)
      39             :  * ORDERfndfirst(b, oidxh, v) <= ORDERfnd(b, oidxh, v) < ORDERfndlast(b, oidxh, v)
      40             :  *
      41             :  * and the range from *fndfirst (included) up to *fndlast (not
      42             :  * included) are all values in the column that are equal to the value.
      43             :  *
      44             :  * If the value to be found does not occur, SORTfnd and ORDERfnd
      45             :  * return BUN_NONE, and the other functions return the location of the
      46             :  * next larger value, or BATcount if the value being searched for is
      47             :  * larger (smaller if reverse sorted) than any in the column.
      48             :  *
      49             :  * Note that the NIL value is considered smaller than all other values.
      50             :  */
      51             : 
      52             : #include "monetdb_config.h"
      53             : #include "gdk.h"
      54             : #include "gdk_private.h"
      55             : 
      56             : #define VALUE(x)        (vars ?                                 \
      57             :                          vars + VarHeapVal(vals, (x), width) :  \
      58             :                          (const char *) vals + ((x) * width))
      59             : 
      60             : #define bte_LT(a, b)    ((a) < (b))
      61             : #define bte_LE(a, b)    ((a) <= (b))
      62             : #define bte_GT(a, b)    ((a) > (b))
      63             : #define bte_GE(a, b)    ((a) >= (b))
      64             : #define bte_EQ(a, b)    ((a) == (b))
      65             : #define sht_LT(a, b)    ((a) < (b))
      66             : #define sht_LE(a, b)    ((a) <= (b))
      67             : #define sht_GT(a, b)    ((a) > (b))
      68             : #define sht_GE(a, b)    ((a) >= (b))
      69             : #define sht_EQ(a, b)    ((a) == (b))
      70             : #define int_LT(a, b)    ((a) < (b))
      71             : #define int_LE(a, b)    ((a) <= (b))
      72             : #define int_GT(a, b)    ((a) > (b))
      73             : #define int_GE(a, b)    ((a) >= (b))
      74             : #define int_EQ(a, b)    ((a) == (b))
      75             : #define lng_LT(a, b)    ((a) < (b))
      76             : #define lng_LE(a, b)    ((a) <= (b))
      77             : #define lng_GT(a, b)    ((a) > (b))
      78             : #define lng_GE(a, b)    ((a) >= (b))
      79             : #define lng_EQ(a, b)    ((a) == (b))
      80             : #ifdef HAVE_HGE
      81             : #define hge_LT(a, b)    ((a) < (b))
      82             : #define hge_LE(a, b)    ((a) <= (b))
      83             : #define hge_GT(a, b)    ((a) > (b))
      84             : #define hge_GE(a, b)    ((a) >= (b))
      85             : #define hge_EQ(a, b)    ((a) == (b))
      86             : #endif
      87             : #define flt_LT(a, b)    (!is_flt_nil(b) && (is_flt_nil(a) || (a) < (b)))
      88             : #define flt_LE(a, b)    (is_flt_nil(a) || (!is_flt_nil(b) && (a) <= (b)))
      89             : #define flt_GT(a, b)    (!is_flt_nil(a) && (is_flt_nil(b) || (a) > (b)))
      90             : #define flt_GE(a, b)    (is_flt_nil(b) || (!is_flt_nil(a) && (a) >= (b)))
      91             : #define flt_EQ(a, b)    (is_flt_nil(a) ? is_flt_nil(b) : !is_flt_nil(b) && (a) == (b))
      92             : #define dbl_LT(a, b)    (!is_dbl_nil(b) && (is_dbl_nil(a) || (a) < (b)))
      93             : #define dbl_LE(a, b)    (is_dbl_nil(a) || (!is_dbl_nil(b) && (a) <= (b)))
      94             : #define dbl_GT(a, b)    (!is_dbl_nil(a) && (is_dbl_nil(b) || (a) > (b)))
      95             : #define dbl_GE(a, b)    (is_dbl_nil(b) || (!is_dbl_nil(a) && (a) >= (b)))
      96             : #define dbl_EQ(a, b)    (is_dbl_nil(a) ? is_dbl_nil(b) : !is_dbl_nil(b) && (a) == (b))
      97             : 
      98             : #define BINSEARCHFUNC(TYPE)                                             \
      99             : BUN                                                                     \
     100             : binsearch_##TYPE(const oid *restrict indir, oid offset,                 \
     101             :                  const TYPE *restrict vals, BUN lo, BUN hi, TYPE v,     \
     102             :                  int ordering, int last)                                \
     103             : {                                                                       \
     104             :         BUN mid;                                                        \
     105             :         TYPE x;                                                         \
     106             :                                                                         \
     107             :         assert(ordering == 1 || ordering == -1);                        \
     108             :         assert(lo <= hi);                                            \
     109             :                                                                         \
     110             :         if (ordering > 0) {                                          \
     111             :                 if (indir) {                                            \
     112             :                         if (last > 0) {                                      \
     113             :                                 x = vals[indir[lo] - offset];           \
     114             :                                 if (TYPE##_GT(x, v))                    \
     115             :                                         return lo;                      \
     116             :                                 x = vals[indir[hi] - offset];           \
     117             :                                 if (TYPE##_LE(x, v))                    \
     118             :                                         return hi + 1;                  \
     119             :                                                                         \
     120             :                                 /* loop invariant: */                   \
     121             :                                 /* value@lo <= v < value@hi */            \
     122             :                                 while (hi - lo > 1) {                        \
     123             :                                         mid = (hi + lo) / 2;            \
     124             :                                         x = vals[indir[mid] - offset];  \
     125             :                                         if (TYPE##_GT(x, v))            \
     126             :                                                 hi = mid;               \
     127             :                                         else                            \
     128             :                                                 lo = mid;               \
     129             :                                 }                                       \
     130             :                         } else {                                        \
     131             :                                 x = vals[indir[lo] - offset];           \
     132             :                                 if (TYPE##_GE(x, v))                    \
     133             :                                         return last == 0 || TYPE##_EQ(x, v) ? lo : BUN_NONE; \
     134             :                                 x = vals[indir[hi] - offset];           \
     135             :                                 if (TYPE##_LT(x, v))                    \
     136             :                                         return last == 0 ? hi + 1 : BUN_NONE; \
     137             :                                                                         \
     138             :                                 /* loop invariant: */                   \
     139             :                                 /* value@lo < v <= value@hi */            \
     140             :                                 while (hi - lo > 1) {                        \
     141             :                                         mid = (hi + lo) / 2;            \
     142             :                                         x = vals[indir[mid] - offset];  \
     143             :                                         if (TYPE##_GE(x, v))            \
     144             :                                                 hi = mid;               \
     145             :                                         else                            \
     146             :                                                 lo = mid;               \
     147             :                                 }                                       \
     148             :                         }                                               \
     149             :                 } else {                                                \
     150             :                         if (last > 0) {                                      \
     151             :                                 x = vals[lo];                           \
     152             :                                 if (TYPE##_GT(x, v))                    \
     153             :                                         return lo;                      \
     154             :                                 x = vals[hi];                           \
     155             :                                 if (TYPE##_LE(x, v))                    \
     156             :                                         return hi + 1;                  \
     157             :                                                                         \
     158             :                                 /* loop invariant: */                   \
     159             :                                 /* value@lo <= v < value@hi */            \
     160             :                                 while (hi - lo > 1) {                        \
     161             :                                         mid = (hi + lo) / 2;            \
     162             :                                         x = vals[mid];                  \
     163             :                                         if (TYPE##_GT(x, v))            \
     164             :                                                 hi = mid;               \
     165             :                                         else                            \
     166             :                                                 lo = mid;               \
     167             :                                 }                                       \
     168             :                         } else {                                        \
     169             :                                 x = vals[lo];                           \
     170             :                                 if (TYPE##_GE(x, v))                    \
     171             :                                         return last == 0 || TYPE##_EQ(x, v) ? lo : BUN_NONE; \
     172             :                                 x = vals[hi];                           \
     173             :                                 if (TYPE##_LT(x, v))                    \
     174             :                                         return last == 0 ? hi + 1 : BUN_NONE; \
     175             :                                                                         \
     176             :                                 /* loop invariant: */                   \
     177             :                                 /* value@lo < v <= value@hi */            \
     178             :                                 while (hi - lo > 1) {                        \
     179             :                                         mid = (hi + lo) / 2;            \
     180             :                                         x = vals[mid];                  \
     181             :                                         if (TYPE##_GE(x, v))            \
     182             :                                                 hi = mid;               \
     183             :                                         else                            \
     184             :                                                 lo = mid;               \
     185             :                                 }                                       \
     186             :                         }                                               \
     187             :                 }                                                       \
     188             :         } else {                                                        \
     189             :                 if (indir) {                                            \
     190             :                         if (last > 0) {                                      \
     191             :                                 x = vals[indir[lo] - offset];           \
     192             :                                 if (TYPE##_LT(x, v))                    \
     193             :                                         return lo;                      \
     194             :                                 x = vals[indir[hi] - offset];           \
     195             :                                 if (TYPE##_GE(x, v))                    \
     196             :                                         return hi + 1;                  \
     197             :                                                                         \
     198             :                                 /* loop invariant: */                   \
     199             :                                 /* value@lo >= v > value@hi */            \
     200             :                                 while (hi - lo > 1) {                        \
     201             :                                         mid = (hi + lo) / 2;            \
     202             :                                         x = vals[indir[mid] - offset];  \
     203             :                                         if (TYPE##_LT(x, v))            \
     204             :                                                 hi = mid;               \
     205             :                                         else                            \
     206             :                                                 lo = mid;               \
     207             :                                 }                                       \
     208             :                         } else {                                        \
     209             :                                 x = vals[indir[lo] - offset];           \
     210             :                                 if (TYPE##_LE(x, v))                    \
     211             :                                         return last == 0 || TYPE##_EQ(x, v) ? lo : BUN_NONE; \
     212             :                                 x = vals[indir[hi] - offset];           \
     213             :                                 if (TYPE##_GT(x, v))                    \
     214             :                                         return last == 0 ? hi + 1 : BUN_NONE; \
     215             :                                                                         \
     216             :                                 /* loop invariant: */                   \
     217             :                                 /* value@lo > v >= value@hi */            \
     218             :                                 while (hi - lo > 1) {                        \
     219             :                                         mid = (hi + lo) / 2;            \
     220             :                                         x = vals[indir[mid] - offset];  \
     221             :                                         if (TYPE##_LE(x, v))            \
     222             :                                                 hi = mid;               \
     223             :                                         else                            \
     224             :                                                 lo = mid;               \
     225             :                                 }                                       \
     226             :                         }                                               \
     227             :                 } else {                                                \
     228             :                         if (last  > 0) {                             \
     229             :                                 x = vals[lo];                           \
     230             :                                 if (TYPE##_LT(x, v))                    \
     231             :                                         return lo;                      \
     232             :                                 x = vals[hi];                           \
     233             :                                 if (TYPE##_GE(x, v))                    \
     234             :                                         return hi + 1;                  \
     235             :                                                                         \
     236             :                                 /* loop invariant: */                   \
     237             :                                 /* value@lo >= v > value@hi */            \
     238             :                                 while (hi - lo > 1) {                        \
     239             :                                         mid = (hi + lo) / 2;            \
     240             :                                         x = vals[mid];                  \
     241             :                                         if (TYPE##_LT(x, v))            \
     242             :                                                 hi = mid;               \
     243             :                                         else                            \
     244             :                                                 lo = mid;               \
     245             :                                 }                                       \
     246             :                         } else {                                        \
     247             :                                 x = vals[lo];                           \
     248             :                                 if (TYPE##_LE(x, v))                    \
     249             :                                         return last == 0 || TYPE##_EQ(x, v) ? lo : BUN_NONE; \
     250             :                                 x = vals[hi];                           \
     251             :                                 if (TYPE##_GT(x, v))                    \
     252             :                                         return last == 0 ? hi + 1 : BUN_NONE; \
     253             :                                                                         \
     254             :                                 /* loop invariant: */                   \
     255             :                                 /* value@lo > v >= value@hi */            \
     256             :                                 while (hi - lo > 1) {                        \
     257             :                                         mid = (hi + lo) / 2;            \
     258             :                                         x = vals[mid];                  \
     259             :                                         if (TYPE##_LE(x, v))            \
     260             :                                                 hi = mid;               \
     261             :                                         else                            \
     262             :                                                 lo = mid;               \
     263             :                                 }                                       \
     264             :                         }                                               \
     265             :                 }                                                       \
     266             :         }                                                               \
     267             :         return last >= 0 || (x = (indir ? vals[indir[hi] - offset] : vals[hi]), TYPE##_EQ(x, v)) ? hi : BUN_NONE; \
     268             : }
     269             : 
     270       73317 : BINSEARCHFUNC(bte)
     271        1861 : BINSEARCHFUNC(sht)
     272     5486106 : BINSEARCHFUNC(int)
     273      438007 : BINSEARCHFUNC(lng)
     274             : #ifdef HAVE_HGE
     275         341 : BINSEARCHFUNC(hge)
     276             : #endif
     277          57 : BINSEARCHFUNC(flt)
     278         341 : BINSEARCHFUNC(dbl)
     279             : 
     280             : #if 0
     281             : /* some programs that produce editor tags files don't recognize the
     282             :  * binsearch function because before it are the BINSEARCHFUNC macro
     283             :  * calls that don't look like function definitions or variable
     284             :  * declarations, hence we have this hidden away function to realign the
     285             :  * tags program */
     286             : void
     287             : realign_tags(void)
     288             : {
     289             : }
     290             : #endif
     291             : 
     292             : /* Do a binary search for the first/last occurrence of v between lo and hi
     293             :  * (lo inclusive, hi not inclusive) in vals/vars.
     294             :  * If last > 0, return the index of the first value > v; if last == 0,
     295             :  * return the index of the first value >= v; if last < 0, return
     296             :  * BUN_NONE if v does not occur, any BUN where v occurs otherwise.
     297             :  * If ordering is -1, the values are sorted in reverse order and hence
     298             :  * all comparisons are reversed.
     299             :  */
     300             : BUN
     301     1018423 : binsearch(const oid *restrict indir, oid offset,
     302             :           int type, const void *restrict vals, const char * restrict vars,
     303             :           int width, BUN lo, BUN hi, const void *restrict v,
     304             :           int ordering, int last)
     305             : {
     306     1018423 :         BUN mid;
     307     1018423 :         int c;
     308     1018423 :         int (*cmp)(const void *, const void *);
     309             : 
     310     1018423 :         assert(ordering == 1 || ordering == -1);
     311     1018423 :         assert(lo < hi);
     312             : 
     313     1018423 :         --hi;                   /* now hi is inclusive */
     314             : 
     315     1820213 :         switch (ATOMbasetype(type)) {
     316             :                 /* TYPE_oid is covered by TYPE_int/TYPE_lng */
     317       57689 :         case TYPE_bte:
     318       57689 :                 return binsearch_bte(indir, offset, (const bte *) vals,
     319       57689 :                                      lo, hi, *(const bte *) v, ordering, last);
     320         720 :         case TYPE_sht:
     321         720 :                 return binsearch_sht(indir, offset, (const sht *) vals,
     322         720 :                                      lo, hi, *(const sht *) v, ordering, last);
     323      535511 :         case TYPE_int:
     324      535511 :                 return binsearch_int(indir, offset, (const int *) vals,
     325             :                                      lo, hi, *(const int *) v, ordering, last);
     326      161670 :         case TYPE_lng:
     327      161670 :                 return binsearch_lng(indir, offset, (const lng *) vals,
     328             :                                      lo, hi, *(const lng *) v, ordering, last);
     329             : #ifdef HAVE_HGE
     330         193 :         case TYPE_hge:
     331         193 :                 return binsearch_hge(indir, offset, (const hge *) vals,
     332             :                                      lo, hi, *(const hge *) v, ordering, last);
     333             : #endif
     334          34 :         case TYPE_flt:
     335          34 :                 return binsearch_flt(indir, offset, (const flt *) vals,
     336             :                                      lo, hi, *(const flt *) v, ordering, last);
     337         207 :         case TYPE_dbl:
     338         207 :                 return binsearch_dbl(indir, offset, (const dbl *) vals,
     339             :                                      lo, hi, *(const dbl *) v, ordering, last);
     340             :         }
     341             : 
     342      262399 :         cmp = ATOMcompare(type);
     343             : 
     344      262399 :         if (last > 0) {
     345      134128 :                 if ((c = ordering * cmp(VALUE(indir ? indir[lo] - offset : lo), v)) > 0)
     346             :                         return lo;
     347      124352 :                 if ((c = ordering * cmp(VALUE(indir ? indir[hi] - offset : hi), v)) <= 0)
     348             :                         return hi + 1;
     349      128271 :         } else if (last == 0) {
     350      127272 :                 if ((c = ordering * cmp(VALUE(indir ? indir[lo] - offset : lo), v)) >= 0)
     351             :                         return lo;
     352        4372 :                 if ((c = ordering * cmp(VALUE(indir ? indir[hi] - offset : hi), v)) < 0)
     353             :                         return hi + 1;
     354             :         } else {
     355         999 :                 if ((c = ordering * cmp(VALUE(indir ? indir[lo] - offset : lo), v)) > 0)
     356             :                         return BUN_NONE;
     357         999 :                 if (c == 0)
     358             :                         return lo;
     359         998 :                 if ((c = ordering * cmp(VALUE(indir ? indir[hi] - offset : hi), v)) < 0)
     360             :                         return BUN_NONE;
     361         334 :                 if (c == 0)
     362             :                         return hi;
     363         333 :                 if (hi - lo <= 1) {
     364             :                         /* not the first, not the last, and nothing in
     365             :                          * between */
     366             :                         return BUN_NONE;
     367             :                 }
     368             :         }
     369             : 
     370             :         /* loop invariant:
     371             :          * last ? value@lo <= v < value@hi : value@lo < v <= value@hi
     372             :          *
     373             :          * This version does some more work in the inner loop than the
     374             :          * type-expanded versions (ordering and indir checks) but is
     375             :          * slow due to the function call and the needed check for
     376             :          * vars (in VALUE()) already, so we're beyond caring. */
     377      121574 :         while (hi - lo > 1) {
     378        7878 :                 mid = (hi + lo) / 2;
     379        7878 :                 if ((c = ordering * cmp(VALUE(indir ? indir[mid] - offset : mid), v)) > 0 ||
     380        6426 :                     (last <= 0 && c == 0))
     381             :                         hi = mid;
     382             :                 else
     383        7882 :                         lo = mid;
     384             :         }
     385      113696 :         return last >= 0 || cmp(VALUE(indir ? indir[hi] - offset : hi), v) == 0 ? hi : BUN_NONE;
     386             : }
     387             : 
     388             : /* Return the BUN of any tail value in b that is equal to v; if no
     389             :  * match is found, return BUN_NONE.  b must be sorted (reverse or
     390             :  * forward). */
     391             : BUN
     392      155887 : SORTfnd(BAT *b, const void *v)
     393             : {
     394      155887 :         if (BATcount(b) == 0)
     395             :                 return BUN_NONE;
     396      155887 :         if (BATtdense(b)) {
     397           0 :                 if (is_oid_nil(*(oid*)v) ||
     398           0 :                     *(oid*)v < b->tseqbase ||
     399           0 :                     *(oid*)v >= b->tseqbase + BATcount(b))
     400             :                         return BUN_NONE;
     401           0 :                 return *(oid*)v - b->tseqbase;
     402             :         }
     403      155887 :         if (b->ttype == TYPE_void) {
     404           0 :                 if (b->tvheap) {
     405           0 :                         struct canditer ci;
     406           0 :                         canditer_init(&ci, NULL, b);
     407           0 :                         return canditer_search(&ci, *(const oid*)v, false);
     408             :                 }
     409           0 :                 assert(is_oid_nil(b->tseqbase));
     410           0 :                 if (is_oid_nil(*(const oid *) v))
     411             :                         return 0;
     412           0 :                 return BUN_NONE;
     413             :         }
     414      155887 :         BATiter bi = bat_iterator(b);
     415      155887 :         BUN p =  binsearch(NULL, 0, bi.type, bi.base,
     416      155887 :                            bi.vh ? bi.vh->base : NULL, bi.width, 0,
     417      155887 :                            bi.count, v, bi.sorted ? 1 : -1, -1);
     418      155887 :         bat_iterator_end(&bi);
     419      155887 :         return p;
     420             : }
     421             : 
     422             : /* use orderidx, returns BUN on order index */
     423             : BUN
     424         146 : ORDERfnd(BAT *b, Heap *oidxh, const void *v)
     425             : {
     426         146 :         if (BATcount(b) == 0)
     427             :                 return BUN_NONE;
     428         146 :         BATiter bi = bat_iterator(b);
     429           0 :         BUN p = binsearch((oid *) oidxh->base + ORDERIDXOFF, 0, bi.type,
     430         146 :                           bi.base, bi.vh ? bi.vh->base : NULL,
     431         146 :                           bi.width, 0, bi.count, v, 1, -1);
     432         146 :         bat_iterator_end(&bi);
     433         146 :         return p;
     434             : }
     435             : 
     436             : /* Return the BUN of the first (lowest numbered) tail value that is
     437             :  * equal to v; if no match is found, return the BUN of the next higher
     438             :  * value in b.  b must be sorted (reverse or forward). */
     439             : BUN
     440      341431 : SORTfndfirst(BAT *b, const void *v)
     441             : {
     442      341431 :         if (BATcount(b) == 0)
     443             :                 return 0;
     444      341431 :         if (BATtdense(b)) {
     445         550 :                 if (is_oid_nil(*(oid*)v) || *(oid*)v <= b->tseqbase)
     446             :                         return 0;
     447         275 :                 if (*(oid*)v >= b->tseqbase + BATcount(b))
     448             :                         return BATcount(b);
     449           0 :                 return *(oid*)v - b->tseqbase;
     450             :         }
     451      340881 :         if (b->ttype == TYPE_void) {
     452           0 :                 if (b->tvheap) {
     453           0 :                         struct canditer ci;
     454           0 :                         canditer_init(&ci, NULL, b);
     455           0 :                         return canditer_search(&ci, *(const oid*)v, true);
     456             :                 }
     457           0 :                 assert(is_oid_nil(b->tseqbase));
     458             :                 return 0;
     459             :         }
     460      340881 :         BATiter bi = bat_iterator(b);
     461      340884 :         BUN p = binsearch(NULL, 0, bi.type, bi.base,
     462      340884 :                           bi.vh ? bi.vh->base : NULL, bi.width, 0,
     463      340884 :                           bi.count, v, bi.sorted ? 1 : -1, 0);
     464      340850 :         bat_iterator_end(&bi);
     465      340850 :         return p;
     466             : }
     467             : 
     468             : /* use orderidx, returns BUN on order index */
     469             : BUN
     470          28 : ORDERfndfirst(BAT *b, Heap *oidxh, const void *v)
     471             : {
     472          28 :         if (BATcount(b) == 0)
     473             :                 return 0;
     474          28 :         BATiter bi = bat_iterator(b);
     475           0 :         BUN p = binsearch((oid *) oidxh->base + ORDERIDXOFF, 0, bi.type,
     476          28 :                           bi.base, bi.vh ? bi.vh->base : NULL,
     477          28 :                           bi.width, 0, bi.count, v, 1, 0);
     478          28 :         bat_iterator_end(&bi);
     479          28 :         return p;
     480             : }
     481             : 
     482             : /* Return the BUN of the first (lowest numbered) tail value beyond v.
     483             :  * b must be sorted (reverse or forward). */
     484             : BUN
     485      368360 : SORTfndlast(BAT *b, const void *v)
     486             : {
     487      368360 :         if (BATcount(b) == 0)
     488             :                 return 0;
     489      368360 :         if (BATtdense(b)) {
     490       16277 :                 if (is_oid_nil(*(oid*)v) || *(oid*)v <= b->tseqbase)
     491             :                         return 0;
     492           0 :                 if (*(oid*)v >= b->tseqbase + BATcount(b))
     493             :                         return BATcount(b);
     494           0 :                 return *(oid*)v - b->tseqbase;
     495             :         }
     496      352083 :         if (b->ttype == TYPE_void) {
     497           0 :                 if (b->tvheap) {
     498           0 :                         struct canditer ci;
     499           0 :                         if (is_oid_nil(*(const oid*)v))
     500             :                                 return 0;
     501           0 :                         canditer_init(&ci, NULL, b);
     502           0 :                         return canditer_search(&ci, *(const oid*)v + 1, true);
     503             :                 }
     504           0 :                 assert(is_oid_nil(b->tseqbase));
     505             :                 return BATcount(b);
     506             :         }
     507      352083 :         BATiter bi = bat_iterator(b);
     508      352085 :         BUN p = binsearch(NULL, 0, bi.type, bi.base,
     509      352085 :                           bi.vh ? bi.vh->base : NULL, bi.width, 0,
     510      352085 :                           bi.count, v, bi.sorted ? 1 : -1, 1);
     511      352079 :         bat_iterator_end(&bi);
     512      352079 :         return p;
     513             : }
     514             : 
     515             : /* use orderidx, returns BUN on order index */
     516             : BUN
     517          31 : ORDERfndlast(BAT *b, Heap *oidxh, const void *v)
     518             : {
     519          31 :         if (BATcount(b) == 0)
     520             :                 return 0;
     521          31 :         BATiter bi = bat_iterator(b);
     522           0 :         BUN p = binsearch((oid *) oidxh->base + ORDERIDXOFF, 0, bi.type,
     523          31 :                           bi.base, bi.vh ? bi.vh->base : NULL,
     524          31 :                           bi.width, 0, bi.count, v, 1, 1);
     525          31 :         bat_iterator_end(&bi);
     526          31 :         return p;
     527             : }

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