LCOV - code coverage report
Current view: top level - gdk - gdk_firstn.c (source / functions) Hit Total Coverage
Test: coverage.info Lines: 370 613 60.4 %
Date: 2024-11-14 20:04:02 Functions: 5 5 100.0 %

          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             : #include "monetdb_config.h"
      14             : #include "gdk.h"
      15             : #include "gdk_private.h"
      16             : #include "gdk_calc_private.h"
      17             : 
      18             : /* BATfirstn select the smallest n elements from the input bat b (if
      19             :  * asc(ending) is set, else the largest n elements).  Conceptually, b
      20             :  * is sorted in ascending or descending order (depending on the asc
      21             :  * argument) and then the OIDs of the first n elements are returned.
      22             :  * If there are NILs in the BAT, their relative ordering is set by
      23             :  * using the nilslast argument: if set, NILs come last (largest value
      24             :  * when ascending, smallest value when descending), so if there are
      25             :  * enough non-NIL values, no NILs will be returned.  If unset (false),
      26             :  * NILs come first and will be returned.
      27             :  *
      28             :  * In addition to the input BAT b, there can be a standard candidate
      29             :  * list s.  If s is specified (non-NULL), only elements in b that are
      30             :  * referred to in s are considered.
      31             :  *
      32             :  * If the third input bat g is non-NULL, then s must also be non-NULL
      33             :  * and must be aligned with g.  G then specifies groups to which the
      34             :  * elements referred to in s belong.  Conceptually, the group values
      35             :  * are sorted in ascending order together with the elements in b that
      36             :  * are referred to in s (in ascending or descending order depending on
      37             :  * asc), and the first n elements are then returned.
      38             :  *
      39             :  * If the output argument gids is NULL, only n elements are returned.
      40             :  * If the output argument gids is non-NULL, more than n elements may
      41             :  * be returned.  If there are duplicate values (if g is given, the
      42             :  * group value counts in determining duplication), all duplicates are
      43             :  * returned.
      44             :  *
      45             :  * If distinct is set, the result contains n complete groups of values
      46             :  * instead of just n values (or slightly more than n if gids is set
      47             :  * since then the "last" group is returned completely).
      48             :  *
      49             :  * Note that BATfirstn can be called in cascading fashion to calculate
      50             :  * the first n values of a table of multiple columns:
      51             :  *      BATfirstn(&s1, &g1, b1, NULL, NULL, n, asc, nilslast, distinct);
      52             :  *      BATfirstn(&s2, &g2, b2, s1, g1, n, asc, nilslast, distinct);
      53             :  *      BATfirstn(&s3, NULL, b3, s2, g2, n, asc, nilslast, distinct);
      54             :  * If the input BATs b1, b2, b3 are large enough, s3 will contain the
      55             :  * OIDs of the smallest (largest) n elements in the table consisting
      56             :  * of the columns b1, b2, b3 when ordered in ascending order with b1
      57             :  * the major key.
      58             :  */
      59             : 
      60             : /* We use a binary heap for the implementation of the simplest form of
      61             :  * first-N.  During processing, the oids list forms a heap with the
      62             :  * root at position 0 and the children of a node at position i at
      63             :  * positions 2*i+1 and 2*i+2.  The parent node is always
      64             :  * smaller/larger (depending on the value of asc) than its children
      65             :  * (recursively).  The heapify macro creates the heap from the input
      66             :  * in-place.  We start off with a heap containing the first N elements
      67             :  * of the input, and then go over the rest of the input, replacing the
      68             :  * root of the heap with a new value if appropriate (if the new value
      69             :  * is among the first-N seen so far).  The siftdown macro then
      70             :  * restores the heap property. */
      71             : #define siftdown(OPER, START, SWAP)                                     \
      72             :         do {                                                            \
      73             :                 pos = (START);                                          \
      74             :                 childpos = (pos << 1) + 1;                                \
      75             :                 while (childpos < n) {                                       \
      76             :                         /* find most extreme child */                   \
      77             :                         if (childpos + 1 < n &&                              \
      78             :                             !(OPER(childpos + 1, childpos)))            \
      79             :                                 childpos++;                             \
      80             :                         /* compare parent with most extreme child */    \
      81             :                         if (!OPER(pos, childpos)) {                     \
      82             :                                 /* already correctly ordered */         \
      83             :                                 break;                                  \
      84             :                         }                                               \
      85             :                         /* exchange parent with child and sift child */ \
      86             :                         /* further */                                   \
      87             :                         SWAP(pos, childpos);                            \
      88             :                         pos = childpos;                                 \
      89             :                         childpos = (pos << 1) + 1;                        \
      90             :                 }                                                       \
      91             :         } while (0)
      92             : 
      93             : #define heapify(OPER, SWAP)                             \
      94             :         do {                                            \
      95             :                 for (i = n / 2; i > 0; i--)          \
      96             :                         siftdown(OPER, i - 1, SWAP);    \
      97             :         } while (0)
      98             : 
      99             : /* we inherit LT and GT from gdk_calc_private.h */
     100             : 
     101             : #define nLTbte(a, b)    (!is_bte_nil(a) && (is_bte_nil(b) || (a) < (b)))
     102             : #define nLTsht(a, b)    (!is_sht_nil(a) && (is_sht_nil(b) || (a) < (b)))
     103             : #define nLTint(a, b)    (!is_int_nil(a) && (is_int_nil(b) || (a) < (b)))
     104             : #define nLTlng(a, b)    (!is_lng_nil(a) && (is_lng_nil(b) || (a) < (b)))
     105             : #define nLThge(a, b)    (!is_hge_nil(a) && (is_hge_nil(b) || (a) < (b)))
     106             : 
     107             : #define nGTbte(a, b)    (!is_bte_nil(b) && (is_bte_nil(a) || (a) > (b)))
     108             : #define nGTsht(a, b)    (!is_sht_nil(b) && (is_sht_nil(a) || (a) > (b)))
     109             : #define nGTint(a, b)    (!is_int_nil(b) && (is_int_nil(a) || (a) > (b)))
     110             : #define nGTlng(a, b)    (!is_lng_nil(b) && (is_lng_nil(a) || (a) > (b)))
     111             : #define nGThge(a, b)    (!is_hge_nil(b) && (is_hge_nil(a) || (a) > (b)))
     112             : 
     113             : #define LTany(p1, p2)   (cmp(BUNtail(*bi, oids[p1] - hseq),     \
     114             :                              BUNtail(*bi, oids[p2] - hseq)) < 0)
     115             : #define GTany(p1, p2)   (cmp(BUNtail(*bi, oids[p1] - hseq),     \
     116             :                              BUNtail(*bi, oids[p2] - hseq)) > 0)
     117             : 
     118             : #define nLTany(p1, p2)  (cmp(BUNtail(*bi, oids[p1] - hseq), nil) != 0 \
     119             :                          && (cmp(BUNtail(*bi, oids[p2] - hseq), nil) == 0       \
     120             :                              || cmp(BUNtail(*bi, oids[p1] - hseq), \
     121             :                                     BUNtail(*bi, oids[p2] - hseq)) < 0))
     122             : #define nGTany(p1, p2)  (cmp(BUNtail(*bi, oids[p2] - hseq), nil) != 0 \
     123             :                          && (cmp(BUNtail(*bi, oids[p1] - hseq), nil) == 0       \
     124             :                              || cmp(BUNtail(*bi, oids[p1] - hseq), \
     125             :                                     BUNtail(*bi, oids[p2] - hseq)) > 0))
     126             : 
     127             : #define LTflt(a, b)     (!is_flt_nil(b) && (is_flt_nil(a) || (a) < (b)))
     128             : #define LTdbl(a, b)     (!is_dbl_nil(b) && (is_dbl_nil(a) || (a) < (b)))
     129             : #define GTflt(a, b)     (!is_flt_nil(a) && (is_flt_nil(b) || (a) > (b)))
     130             : #define GTdbl(a, b)     (!is_dbl_nil(a) && (is_dbl_nil(b) || (a) > (b)))
     131             : 
     132             : #define nLTflt(a, b)    (!is_flt_nil(a) && (is_flt_nil(b) || (a) < (b)))
     133             : #define nLTdbl(a, b)    (!is_dbl_nil(a) && (is_dbl_nil(b) || (a) < (b)))
     134             : #define nGTflt(a, b)    (!is_flt_nil(b) && (is_flt_nil(a) || (a) > (b)))
     135             : #define nGTdbl(a, b)    (!is_dbl_nil(b) && (is_dbl_nil(a) || (a) > (b)))
     136             : 
     137             : #define LTfltfix(p1, p2)        LTflt(vals[oids[p1] - hseq],    \
     138             :                                       vals[oids[p2] - hseq])
     139             : #define GTfltfix(p1, p2)        GTflt(vals[oids[p1] - hseq],    \
     140             :                                       vals[oids[p2] - hseq])
     141             : #define LTdblfix(p1, p2)        LTdbl(vals[oids[p1] - hseq],    \
     142             :                                       vals[oids[p2] - hseq])
     143             : #define GTdblfix(p1, p2)        GTdbl(vals[oids[p1] - hseq],    \
     144             :                                       vals[oids[p2] - hseq])
     145             : #define LTfix(p1, p2)           LT(vals[oids[p1] - hseq],       \
     146             :                                    vals[oids[p2] - hseq])
     147             : #define GTfix(p1, p2)           GT(vals[oids[p1] - hseq],       \
     148             :                                    vals[oids[p2] - hseq])
     149             : 
     150             : #define nLTfltfix(p1, p2)       nLTflt(vals[oids[p1] - hseq],   \
     151             :                                        vals[oids[p2] - hseq])
     152             : #define nGTfltfix(p1, p2)       nGTflt(vals[oids[p1] - hseq],   \
     153             :                                        vals[oids[p2] - hseq])
     154             : #define nLTdblfix(p1, p2)       nLTdbl(vals[oids[p1] - hseq],   \
     155             :                                        vals[oids[p2] - hseq])
     156             : #define nGTdblfix(p1, p2)       nGTdbl(vals[oids[p1] - hseq],   \
     157             :                                        vals[oids[p2] - hseq])
     158             : #define nLTbtefix(p1, p2)       nLTbte(vals[oids[p1] - hseq],   \
     159             :                                        vals[oids[p2] - hseq])
     160             : #define nGTbtefix(p1, p2)       nGTbte(vals[oids[p1] - hseq],   \
     161             :                                        vals[oids[p2] - hseq])
     162             : #define nLTshtfix(p1, p2)       nLTsht(vals[oids[p1] - hseq],   \
     163             :                                        vals[oids[p2] - hseq])
     164             : #define nGTshtfix(p1, p2)       nGTsht(vals[oids[p1] - hseq],   \
     165             :                                        vals[oids[p2] - hseq])
     166             : #define nLTintfix(p1, p2)       nLTint(vals[oids[p1] - hseq],   \
     167             :                                        vals[oids[p2] - hseq])
     168             : #define nGTintfix(p1, p2)       nGTint(vals[oids[p1] - hseq],   \
     169             :                                        vals[oids[p2] - hseq])
     170             : #define nLTlngfix(p1, p2)       nLTlng(vals[oids[p1] - hseq],   \
     171             :                                        vals[oids[p2] - hseq])
     172             : #define nGTlngfix(p1, p2)       nGTlng(vals[oids[p1] - hseq],   \
     173             :                                        vals[oids[p2] - hseq])
     174             : #define nLThgefix(p1, p2)       nLThge(vals[oids[p1] - hseq],   \
     175             :                                        vals[oids[p2] - hseq])
     176             : #define nGThgefix(p1, p2)       nGThge(vals[oids[p1] - hseq],   \
     177             :                                        vals[oids[p2] - hseq])
     178             : 
     179             : #define SWAP1(p1, p2)                           \
     180             :         do {                                    \
     181             :                 item = oids[p1];                \
     182             :                 oids[p1] = oids[p2];            \
     183             :                 oids[p2] = item;                \
     184             :         } while (0)
     185             : 
     186             : #define shuffle_unique(TYPE, OP)                                        \
     187             :         do {                                                            \
     188             :                 const TYPE *restrict vals = (const TYPE *) bi->base; \
     189             :                 heapify(OP##fix, SWAP1);                                \
     190             :                 while (cnt > 0) {                                    \
     191             :                         cnt--;                                          \
     192             :                         i = canditer_next(&ci);                             \
     193             :                         if (OP(vals[i - hseq],                          \
     194             :                                vals[oids[0] - hseq])) {                 \
     195             :                                 oids[0] = i;                            \
     196             :                                 siftdown(OP##fix, 0, SWAP1);            \
     197             :                         }                                               \
     198             :                 }                                                       \
     199             :         } while (0)
     200             : 
     201             : /* This version of BATfirstn returns a list of N oids (where N is the
     202             :  * smallest among BATcount(b), BATcount(s), and n).  The oids returned
     203             :  * refer to the N smallest/largest (depending on asc) tail values of b
     204             :  * (taking the optional candidate list s into account).  If there are
     205             :  * multiple equal values to take us past N, we return a subset of those.
     206             :  *
     207             :  * If lastp is non-NULL, it is filled in with the oid of the "last"
     208             :  * value, i.e. the value of which there may be multiple occurrences
     209             :  * that are not all included in the first N.
     210             :  */
     211             : static BAT *
     212         737 : BATfirstn_unique(BATiter *bi, BAT *s, BUN n, bool asc, bool nilslast, oid *lastp, lng t0)
     213             : {
     214         737 :         BAT *bn;
     215         737 :         oid *restrict oids;
     216         737 :         oid hseq = bi->b->hseqbase;
     217         737 :         BUN i, cnt;
     218         737 :         struct canditer ci;
     219         737 :         int tpe = bi->type;
     220         737 :         int (*cmp)(const void *, const void *);
     221         737 :         const void *nil;
     222             :         /* variables used in heapify/siftdown macros */
     223         737 :         oid item;
     224         737 :         BUN pos, childpos;
     225             : 
     226         737 :         MT_thread_setalgorithm(__func__);
     227         737 :         canditer_init(&ci, bi->b, s);
     228         737 :         cnt = ci.ncand;
     229             : 
     230         737 :         if (n >= cnt) {
     231             :                 /* trivial: return all candidates */
     232         410 :                 bn = canditer_slice(&ci, 0, ci.ncand);
     233         410 :                 if (bn && lastp)
     234         111 :                         *lastp = oid_nil;
     235         410 :                 TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
     236             :                           ",n=" BUNFMT " -> " ALGOOPTBATFMT
     237             :                           " (trivial -- " LLFMT " usec)\n",
     238             :                           ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), n,
     239             :                           ALGOOPTBATPAR(bn), GDKusec() - t0);
     240         410 :                 return bn;
     241             :         }
     242             : 
     243         327 :         if (BATtvoid(bi->b)) {
     244             :                 /* nilslast doesn't make a difference: either all are
     245             :                  * nil, or none are */
     246           0 :                 if (asc || is_oid_nil(bi->tseq)) {
     247             :                         /* return the first part of the candidate list
     248             :                          * or of the BAT itself */
     249           0 :                         bn = canditer_slice(&ci, 0, n);
     250           0 :                         if (bn && lastp)
     251           0 :                                 *lastp = BUNtoid(bn, n - 1);
     252           0 :                         TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
     253             :                                   ",n=" BUNFMT " -> " ALGOOPTBATFMT
     254             :                                   " (initial slice -- " LLFMT " usec)\n",
     255             :                                   ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), n,
     256             :                                   ALGOOPTBATPAR(bn), GDKusec() - t0);
     257           0 :                         return bn;
     258             :                 }
     259             :                 /* return the last part of the candidate list or of
     260             :                  * the BAT itself */
     261           0 :                 bn = canditer_slice(&ci, cnt - n, cnt);
     262           0 :                 if (bn && lastp)
     263           0 :                         *lastp = BUNtoid(bn, 0);
     264           0 :                 TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
     265             :                           ",n=" BUNFMT " -> " ALGOOPTBATFMT
     266             :                           " (final slice -- " LLFMT " usec)\n",
     267             :                           ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), n,
     268             :                           ALGOOPTBATPAR(bn), GDKusec() - t0);
     269           0 :                 return bn;
     270             :         }
     271         327 :         if (bi->sorted || bi->revsorted) {
     272             :                 /* trivial: b is sorted so we just need to return the
     273             :                  * initial or final part of it (or of the candidate
     274             :                  * list); however, if nilslast == asc, then the nil
     275             :                  * values (if any) are in the wrong place, so we need
     276             :                  * to do a little more work */
     277             : 
     278             :                 /* after we create the to-be-returned BAT, we set pos
     279             :                  * to the BUN in the new BAT whose value we should
     280             :                  * return through *lastp */
     281         179 :                 if (nilslast == asc && !bi->nonil) {
     282           0 :                         pos = SORTfndlast(bi->b, ATOMnilptr(tpe));
     283           0 :                         pos = canditer_search(&ci, hseq + pos, true);
     284             :                         /* 0 <= pos <= cnt
     285             :                          * 0 < n < cnt
     286             :                          */
     287           0 :                         if (bi->sorted) {
     288             :                                 /* [0..pos) -- nil
     289             :                                  * [pos..cnt) -- non-nil <<<
     290             :                                  */
     291           0 :                                 if (asc) { /* i.e. nilslast */
     292             :                                         /* prefer non-nil and
     293             :                                          * smallest */
     294           0 :                                         if (cnt - pos < n) {
     295           0 :                                                 bn = canditer_slice(&ci, cnt - n, cnt);
     296           0 :                                                 pos = 0;
     297             :                                         } else {
     298           0 :                                                 bn = canditer_slice(&ci, pos, pos + n);
     299           0 :                                                 pos = n - 1;
     300             :                                         }
     301             :                                 } else { /* i.e. !asc, !nilslast */
     302             :                                         /* prefer nil and largest */
     303           0 :                                         if (pos < n) {
     304           0 :                                                 bn = canditer_slice2(&ci, 0, pos, cnt - (n - pos), cnt);
     305             :                                                 /* pos = pos; */
     306             :                                         } else {
     307           0 :                                                 bn = canditer_slice(&ci, 0, n);
     308           0 :                                                 pos = 0;
     309             :                                         }
     310             :                                 }
     311             :                         } else { /* i.e. trevsorted */
     312             :                                 /* [0..pos) -- non-nil >>>
     313             :                                  * [pos..cnt) -- nil
     314             :                                  */
     315           0 :                                 if (asc) { /* i.e. nilslast */
     316             :                                         /* prefer non-nil and
     317             :                                          * smallest */
     318           0 :                                         if (pos < n) {
     319           0 :                                                 bn = canditer_slice(&ci, 0, n);
     320             :                                                 /* pos = pos; */
     321             :                                         } else {
     322           0 :                                                 bn = canditer_slice(&ci, pos - n, pos);
     323           0 :                                                 pos = 0;
     324             :                                         }
     325             :                                 } else { /* i.e. !asc, !nilslast */
     326             :                                         /* prefer nil and largest */
     327           0 :                                         if (cnt - pos < n) {
     328           0 :                                                 bn = canditer_slice2(&ci, 0, n - (cnt - pos), pos, cnt);
     329           0 :                                                 pos = n - (cnt - pos) - 1;
     330             :                                         } else {
     331           0 :                                                 bn = canditer_slice(&ci, pos, pos + n);
     332           0 :                                                 pos = 0;
     333             :                                         }
     334             :                                 }
     335             :                         }
     336             :                 } else {
     337             :                         /* either there are no nils, or they are in
     338             :                          * the appropriate position already, so we can
     339             :                          * just slice */
     340         179 :                         if (asc ? bi->sorted : bi->revsorted) {
     341             :                                 /* return copy of first part of
     342             :                                  * candidate list */
     343         162 :                                 bn = canditer_slice(&ci, 0, n);
     344         162 :                                 pos = n - 1;
     345             :                         } else {
     346             :                                 /* return copy of last part of
     347             :                                  * candidate list */
     348          17 :                                 bn = canditer_slice(&ci, cnt - n, cnt);
     349          17 :                                 pos = 0;
     350             :                         }
     351             :                 }
     352         179 :                 if (bn && lastp)
     353          39 :                         *lastp = BUNtoid(bn, pos);
     354         179 :                 TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
     355             :                           ",n=" BUNFMT " -> " ALGOOPTBATFMT
     356             :                           " (ordered -- " LLFMT " usec)\n",
     357             :                           ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), n,
     358             :                           ALGOOPTBATPAR(bn), GDKusec() - t0);
     359         179 :                 return bn;
     360             :         }
     361             : 
     362         148 :         bn = COLnew(0, TYPE_oid, n, TRANSIENT);
     363         148 :         if (bn == NULL)
     364             :                 return NULL;
     365         148 :         BATsetcount(bn, n);
     366         148 :         oids = (oid *) Tloc(bn, 0);
     367         148 :         cmp = ATOMcompare(tpe);
     368         148 :         nil = ATOMnilptr(tpe);
     369             :         /* if base type has same comparison function as type itself, we
     370             :          * can use the base type */
     371         148 :         tpe = ATOMbasetype(tpe); /* takes care of oid */
     372             :         /* if the input happens to be almost sorted in ascending order
     373             :          * (likely a common use case), it is more efficient to start
     374             :          * off with the first n elements when doing a firstn-ascending
     375             :          * and to start off with the last n elements when doing a
     376             :          * firstn-descending so that most values that we look at after
     377             :          * this will be skipped.  However, when using a bitmask
     378             :          * candidate list, the manipulation of the canditer structure
     379             :          * doesn't work like this, so we still work from the
     380             :          * beginning. */
     381         148 :         if (asc || ci.tpe == cand_mask) {
     382      305568 :                 for (i = 0; i < n; i++)
     383      305482 :                         oids[i] = canditer_next(&ci);
     384             :         } else {
     385          62 :                 item = canditer_idx(&ci, cnt - n);
     386          62 :                 ci.next = cnt - n;
     387          62 :                 ci.add = item - ci.seq - (cnt - n);
     388         642 :                 for (i = n; i > 0; i--)
     389         580 :                         oids[i - 1] = canditer_next(&ci);
     390          62 :                 canditer_reset(&ci);
     391             :         }
     392         148 :         cnt -= n;
     393             : 
     394         148 :         if (asc) {
     395          86 :                 if (nilslast && !bi->nonil) {
     396          14 :                         switch (tpe) {
     397           2 :                         case TYPE_bte:
     398          22 :                                 shuffle_unique(bte, nLTbte);
     399             :                                 break;
     400           0 :                         case TYPE_sht:
     401           0 :                                 shuffle_unique(sht, nLTsht);
     402             :                                 break;
     403           2 :                         case TYPE_int:
     404          20 :                                 shuffle_unique(int, nLTint);
     405             :                                 break;
     406           4 :                         case TYPE_lng:
     407          43 :                                 shuffle_unique(lng, nLTlng);
     408             :                                 break;
     409             : #ifdef HAVE_HGE
     410           0 :                         case TYPE_hge:
     411           0 :                                 shuffle_unique(hge, nLThge);
     412             :                                 break;
     413             : #endif
     414           2 :                         case TYPE_flt:
     415          23 :                                 shuffle_unique(flt, nLTflt);
     416             :                                 break;
     417           0 :                         case TYPE_dbl:
     418           0 :                                 shuffle_unique(dbl, nLTdbl);
     419             :                                 break;
     420           4 :                         default:
     421          29 :                                 heapify(nLTany, SWAP1);
     422          10 :                                 while (cnt > 0) {
     423           6 :                                         cnt--;
     424           6 :                                         i = canditer_next(&ci);
     425           6 :                                         if (cmp(BUNtail(*bi, i - hseq), nil) != 0
     426           5 :                                             && (cmp(BUNtail(*bi, oids[0] - hseq), nil) == 0
     427           1 :                                                 || cmp(BUNtail(*bi, i - hseq),
     428           1 :                                                        BUNtail(*bi, oids[0] - hseq)) < 0)) {
     429           5 :                                                 oids[0] = i;
     430          24 :                                                 siftdown(nLTany, 0, SWAP1);
     431             :                                         }
     432             :                                 }
     433             :                                 break;
     434             :                         }
     435             :                 } else {
     436          72 :                         switch (tpe) {
     437           0 :                         case TYPE_bte:
     438           0 :                                 shuffle_unique(bte, LT);
     439             :                                 break;
     440           0 :                         case TYPE_sht:
     441           0 :                                 shuffle_unique(sht, LT);
     442             :                                 break;
     443          25 :                         case TYPE_int:
     444        7218 :                                 shuffle_unique(int, LT);
     445             :                                 break;
     446           5 :                         case TYPE_lng:
     447     7652679 :                                 shuffle_unique(lng, LT);
     448             :                                 break;
     449             : #ifdef HAVE_HGE
     450           8 :                         case TYPE_hge:
     451      101654 :                                 shuffle_unique(hge, LT);
     452             :                                 break;
     453             : #endif
     454           0 :                         case TYPE_flt:
     455           0 :                                 shuffle_unique(flt, LTflt);
     456             :                                 break;
     457           3 :                         case TYPE_dbl:
     458       78261 :                                 shuffle_unique(dbl, LTdbl);
     459             :                                 break;
     460          31 :                         default:
     461        3520 :                                 heapify(LTany, SWAP1);
     462      142924 :                                 while (cnt > 0) {
     463      142893 :                                         cnt--;
     464      142893 :                                         i = canditer_next(&ci);
     465      142893 :                                         if (cmp(BUNtail(*bi, i - hseq),
     466      142893 :                                                 BUNtail(*bi, oids[0] - hseq)) < 0) {
     467        5668 :                                                 oids[0] = i;
     468      178116 :                                                 siftdown(LTany, 0, SWAP1);
     469             :                                         }
     470             :                                 }
     471             :                                 break;
     472             :                         }
     473             :                 }
     474             :         } else {
     475          62 :                 if (nilslast || bi->nonil) {
     476          41 :                         switch (tpe) {
     477           0 :                         case TYPE_bte:
     478           0 :                                 shuffle_unique(bte, GT);
     479             :                                 break;
     480           0 :                         case TYPE_sht:
     481           0 :                                 shuffle_unique(sht, GT);
     482             :                                 break;
     483          24 :                         case TYPE_int:
     484         200 :                                 shuffle_unique(int, GT);
     485             :                                 break;
     486           1 :                         case TYPE_lng:
     487        2091 :                                 shuffle_unique(lng, GT);
     488             :                                 break;
     489             : #ifdef HAVE_HGE
     490           5 :                         case TYPE_hge:
     491        1496 :                                 shuffle_unique(hge, GT);
     492             :                                 break;
     493             : #endif
     494           0 :                         case TYPE_flt:
     495           0 :                                 shuffle_unique(flt, GTflt);
     496             :                                 break;
     497           2 :                         case TYPE_dbl:
     498          22 :                                 shuffle_unique(dbl, GTdbl);
     499             :                                 break;
     500           9 :                         default:
     501          51 :                                 heapify(GTany, SWAP1);
     502          40 :                                 while (cnt > 0) {
     503          31 :                                         cnt--;
     504          31 :                                         i = canditer_next(&ci);
     505          31 :                                         if (cmp(BUNtail(*bi, i - hseq),
     506          31 :                                                 BUNtail(*bi, oids[0] - hseq)) > 0) {
     507          19 :                                                 oids[0] = i;
     508          88 :                                                 siftdown(GTany, 0, SWAP1);
     509             :                                         }
     510             :                                 }
     511             :                                 break;
     512             :                         }
     513             :                 } else {
     514          21 :                         switch (tpe) {
     515           1 :                         case TYPE_bte:
     516           9 :                                 shuffle_unique(bte, nGTbte);
     517             :                                 break;
     518           0 :                         case TYPE_sht:
     519           0 :                                 shuffle_unique(sht, nGTsht);
     520             :                                 break;
     521           2 :                         case TYPE_int:
     522          19 :                                 shuffle_unique(int, nGTint);
     523             :                                 break;
     524           8 :                         case TYPE_lng:
     525          78 :                                 shuffle_unique(lng, nGTlng);
     526             :                                 break;
     527             : #ifdef HAVE_HGE
     528           0 :                         case TYPE_hge:
     529           0 :                                 shuffle_unique(hge, nGThge);
     530             :                                 break;
     531             : #endif
     532           2 :                         case TYPE_flt:
     533          18 :                                 shuffle_unique(flt, nGTflt);
     534             :                                 break;
     535           2 :                         case TYPE_dbl:
     536          19 :                                 shuffle_unique(dbl, nGTdbl);
     537             :                                 break;
     538           6 :                         default:
     539          38 :                                 heapify(nGTany, SWAP1);
     540          19 :                                 while (cnt > 0) {
     541          13 :                                         cnt--;
     542          13 :                                         i = canditer_next(&ci);
     543          13 :                                         if (cmp(BUNtail(*bi, oids[0] - hseq), nil) != 0
     544          13 :                                             && (cmp(BUNtail(*bi, i - hseq), nil) == 0
     545          11 :                                                 || cmp(BUNtail(*bi, i - hseq),
     546          11 :                                                        BUNtail(*bi, oids[0] - hseq)) > 0)) {
     547          13 :                                                 oids[0] = i;
     548          53 :                                                 siftdown(nGTany, 0, SWAP1);
     549             :                                         }
     550             :                                 }
     551             :                                 break;
     552             :                         }
     553             :                 }
     554             :         }
     555         148 :         if (lastp)
     556          56 :                 *lastp = oids[0]; /* store id of largest value */
     557             :         /* output must be sorted since it's a candidate list */
     558         148 :         GDKqsort(oids, NULL, NULL, (size_t) n, sizeof(oid), 0, TYPE_oid, false, false);
     559         148 :         bn->tsorted = true;
     560         148 :         bn->trevsorted = n <= 1;
     561         148 :         bn->tkey = true;
     562         148 :         bn->tseqbase = n <= 1 ? oids[0] : oid_nil;
     563         148 :         bn->tnil = false;
     564         148 :         bn->tnonil = true;
     565         148 :         bn = virtualize(bn);
     566         148 :         TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
     567             :                   ",n=" BUNFMT " -> " ALGOOPTBATFMT
     568             :                   " (" LLFMT " usec)\n",
     569             :                   ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), n,
     570             :                   ALGOOPTBATPAR(bn), GDKusec() - t0);
     571             :         return bn;
     572             : }
     573             : 
     574             : #define LTfixgrp(p1, p2)                        \
     575             :         (goids[p1] < goids[p2] ||            \
     576             :          (goids[p1] == goids[p2] &&             \
     577             :           LTfix(p1, p2)))
     578             : #define nLTbtefixgrp(p1, p2)                    \
     579             :         (goids[p1] < goids[p2] ||            \
     580             :          (goids[p1] == goids[p2] &&             \
     581             :           nLTbtefix(p1, p2)))
     582             : #define nLTshtfixgrp(p1, p2)                    \
     583             :         (goids[p1] < goids[p2] ||            \
     584             :          (goids[p1] == goids[p2] &&             \
     585             :           nLTshtfix(p1, p2)))
     586             : #define nLTintfixgrp(p1, p2)                    \
     587             :         (goids[p1] < goids[p2] ||            \
     588             :          (goids[p1] == goids[p2] &&             \
     589             :           nLTintfix(p1, p2)))
     590             : #define nLTlngfixgrp(p1, p2)                    \
     591             :         (goids[p1] < goids[p2] ||            \
     592             :          (goids[p1] == goids[p2] &&             \
     593             :           nLTlngfix(p1, p2)))
     594             : #define nLThgefixgrp(p1, p2)                    \
     595             :         (goids[p1] < goids[p2] ||            \
     596             :          (goids[p1] == goids[p2] &&             \
     597             :           nLThgefix(p1, p2)))
     598             : #define LTfltfixgrp(p1, p2)                     \
     599             :         (goids[p1] < goids[p2] ||            \
     600             :          (goids[p1] == goids[p2] &&             \
     601             :           LTfltfix(p1, p2)))
     602             : #define LTdblfixgrp(p1, p2)                     \
     603             :         (goids[p1] < goids[p2] ||            \
     604             :          (goids[p1] == goids[p2] &&             \
     605             :           LTdblfix(p1, p2)))
     606             : #define nLTfltfixgrp(p1, p2)                    \
     607             :         (goids[p1] < goids[p2] ||            \
     608             :          (goids[p1] == goids[p2] &&             \
     609             :           nLTfltfix(p1, p2)))
     610             : #define nLTdblfixgrp(p1, p2)                    \
     611             :         (goids[p1] < goids[p2] ||            \
     612             :          (goids[p1] == goids[p2] &&             \
     613             :           nLTdblfix(p1, p2)))
     614             : #define GTfixgrp(p1, p2)                        \
     615             :         (goids[p1] < goids[p2] ||            \
     616             :          (goids[p1] == goids[p2] &&             \
     617             :           GTfix(p1, p2)))
     618             : #define nGTbtefixgrp(p1, p2)                    \
     619             :         (goids[p1] < goids[p2] ||            \
     620             :          (goids[p1] == goids[p2] &&             \
     621             :           nGTbtefix(p1, p2)))
     622             : #define nGTshtfixgrp(p1, p2)                    \
     623             :         (goids[p1] < goids[p2] ||            \
     624             :          (goids[p1] == goids[p2] &&             \
     625             :           nGTshtfix(p1, p2)))
     626             : #define nGTintfixgrp(p1, p2)                    \
     627             :         (goids[p1] < goids[p2] ||            \
     628             :          (goids[p1] == goids[p2] &&             \
     629             :           nGTintfix(p1, p2)))
     630             : #define nGTlngfixgrp(p1, p2)                    \
     631             :         (goids[p1] < goids[p2] ||            \
     632             :          (goids[p1] == goids[p2] &&             \
     633             :           nGTlngfix(p1, p2)))
     634             : #define nGThgefixgrp(p1, p2)                    \
     635             :         (goids[p1] < goids[p2] ||            \
     636             :          (goids[p1] == goids[p2] &&             \
     637             :           nGThgefix(p1, p2)))
     638             : #define GTfltfixgrp(p1, p2)                     \
     639             :         (goids[p1] < goids[p2] ||            \
     640             :          (goids[p1] == goids[p2] &&             \
     641             :           GTfltfix(p1, p2)))
     642             : #define GTdblfixgrp(p1, p2)                     \
     643             :         (goids[p1] < goids[p2] ||            \
     644             :          (goids[p1] == goids[p2] &&             \
     645             :           GTdblfix(p1, p2)))
     646             : #define nGTfltfixgrp(p1, p2)                    \
     647             :         (goids[p1] < goids[p2] ||            \
     648             :          (goids[p1] == goids[p2] &&             \
     649             :           nGTfltfix(p1, p2)))
     650             : #define nGTdblfixgrp(p1, p2)                    \
     651             :         (goids[p1] < goids[p2] ||            \
     652             :          (goids[p1] == goids[p2] &&             \
     653             :           nGTdblfix(p1, p2)))
     654             : #define LTvoidgrp(p1, p2)                                       \
     655             :         (goids[p1] < goids[p2] ||                            \
     656             :          (goids[p1] == goids[p2] && oids[p1] < oids[p2]))
     657             : #define GTvoidgrp(p1, p2)                                       \
     658             :         (goids[p1] < goids[p2] ||                            \
     659             :          (goids[p1] == goids[p2] && oids[p1] > oids[p2]))
     660             : #define LTanygrp(p1, p2)                        \
     661             :         (goids[p1] < goids[p2] ||            \
     662             :          (goids[p1] == goids[p2] &&             \
     663             :           LTany(p1, p2)))
     664             : #define GTanygrp(p1, p2)                        \
     665             :         (goids[p1] < goids[p2] ||            \
     666             :          (goids[p1] == goids[p2] &&             \
     667             :           GTany(p1, p2)))
     668             : #define nLTanygrp(p1, p2)                       \
     669             :         (goids[p1] < goids[p2] ||            \
     670             :          (goids[p1] == goids[p2] &&             \
     671             :           nLTany(p1, p2)))
     672             : #define nGTanygrp(p1, p2)                       \
     673             :         (goids[p1] < goids[p2] ||            \
     674             :          (goids[p1] == goids[p2] &&             \
     675             :           nGTany(p1, p2)))
     676             : #define SWAP2(p1, p2)                           \
     677             :         do {                                    \
     678             :                 item = oids[p1];                \
     679             :                 oids[p1] = oids[p2];            \
     680             :                 oids[p2] = item;                \
     681             :                 item = goids[p1];               \
     682             :                 goids[p1] = goids[p2];          \
     683             :                 goids[p2] = item;               \
     684             :         } while (0)
     685             : 
     686             : #define shuffle_unique_with_groups(TYPE, OP)                            \
     687             :         do {                                                            \
     688             :                 const TYPE *restrict vals = (const TYPE *) bi->base; \
     689             :                 heapify(OP##fixgrp, SWAP2);                             \
     690             :                 while (cnt > 0) {                                    \
     691             :                         cnt--;                                          \
     692             :                         i = canditer_next(&ci);                             \
     693             :                         if (gv[j] < goids[0] ||                              \
     694             :                             (gv[j] == goids[0] &&                       \
     695             :                              OP(vals[i - hseq],                         \
     696             :                                 vals[oids[0] - hseq]))) {               \
     697             :                                 oids[0] = i;                            \
     698             :                                 goids[0] = gv[j];                       \
     699             :                                 siftdown(OP##fixgrp, 0, SWAP2);         \
     700             :                         }                                               \
     701             :                         j++;                                            \
     702             :                 }                                                       \
     703             :         } while (0)
     704             : 
     705             : /* This version of BATfirstn is like the one above, except that it
     706             :  * also looks at groups.  The values of the group IDs are important:
     707             :  * we return only the smallest N (i.e., not dependent on asc which
     708             :  * refers only to the values in the BAT b).
     709             :  *
     710             :  * If lastp is non-NULL, it is filled in with the oid of the "last"
     711             :  * value, i.e. the value of which there may be multiple occurrences
     712             :  * that are not all included in the first N.  If lastgp is non-NULL,
     713             :  * it is filled with the group ID (not the oid of the group ID) for
     714             :  * that same value.
     715             :  */
     716             : static BAT *
     717         421 : BATfirstn_unique_with_groups(BATiter *bi, BAT *s, BAT *g, BUN n, bool asc, bool nilslast, oid *lastp, oid *lastgp, lng t0)
     718             : {
     719         421 :         BAT *bn;
     720         421 :         oid *restrict oids, *restrict goids;
     721         421 :         oid hseq = bi->b->hseqbase;
     722         421 :         const oid *restrict gv;
     723         421 :         BUN i, j, cnt;
     724         421 :         struct canditer ci;
     725         421 :         int tpe = bi->type;
     726         421 :         int (*cmp)(const void *, const void *);
     727         421 :         const void *nil;
     728             :         /* variables used in heapify/siftdown macros */
     729         421 :         oid item;
     730         421 :         BUN pos, childpos;
     731             : 
     732         421 :         MT_thread_setalgorithm(__func__);
     733         421 :         canditer_init(&ci, bi->b, s);
     734         421 :         cnt = ci.ncand;
     735             : 
     736         421 :         if (n > cnt)
     737             :                 n = cnt;
     738             : 
     739         421 :         if (n == 0) {
     740             :                 /* candidate list might refer only to values outside
     741             :                  * of the bat and hence be effectively empty */
     742           0 :                 if (lastp)
     743           0 :                         *lastp = 0;
     744           0 :                 if (lastgp)
     745           0 :                         *lastgp = 0;
     746           0 :                 bn = BATdense(0, 0, 0);
     747           0 :                 TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
     748             :                           ",g=" ALGOBATFMT ",n=" BUNFMT " -> " ALGOOPTBATFMT
     749             :                           " (empty -- " LLFMT " usec)\n",
     750             :                           ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), ALGOBATPAR(g), n,
     751             :                           ALGOOPTBATPAR(bn), GDKusec() - t0);
     752           0 :                 return bn;
     753             :         }
     754             : 
     755         421 :         if (BATtdense(g)) {
     756             :                 /* trivial: g determines ordering, return reference to
     757             :                  * initial part of b (or slice of s) */
     758          37 :                 if (lastgp)
     759          16 :                         *lastgp = g->tseqbase + n - 1;
     760          37 :                 bn = canditer_slice(&ci, 0, n);
     761          37 :                 if (bn && lastp)
     762          16 :                         *lastp = BUNtoid(bn, n - 1);
     763          37 :                 TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
     764             :                           ",g=" ALGOBATFMT ",n=" BUNFMT " -> " ALGOOPTBATFMT
     765             :                           " (dense group -- " LLFMT " usec)\n",
     766             :                           ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), ALGOBATPAR(g), n,
     767             :                           ALGOOPTBATPAR(bn), GDKusec() - t0);
     768          37 :                 return bn;
     769             :         }
     770             : 
     771         384 :         bn = COLnew(0, TYPE_oid, n, TRANSIENT);
     772         384 :         if (bn == NULL)
     773             :                 return NULL;
     774         384 :         BATsetcount(bn, n);
     775         384 :         oids = (oid *) Tloc(bn, 0);
     776         384 :         gv = (const oid *) Tloc(g, 0);
     777         384 :         goids = GDKmalloc(n * sizeof(oid));
     778         384 :         if (goids == NULL) {
     779           0 :                 BBPreclaim(bn);
     780           0 :                 return NULL;
     781             :         }
     782             : 
     783         384 :         cmp = ATOMcompare(tpe);
     784         384 :         nil = ATOMnilptr(tpe);
     785             :         /* if base type has same comparison function as type itself, we
     786             :          * can use the base type */
     787         384 :         tpe = ATOMbasetype(tpe); /* takes care of oid */
     788         384 :         j = 0;
     789    11027738 :         for (i = 0; i < n; i++) {
     790    11027355 :                 oids[i] = canditer_next(&ci);
     791    11027354 :                 goids[i] = gv[j++];
     792             :         }
     793         383 :         cnt -= n;
     794             : 
     795         383 :         if (BATtvoid(bi->b)) {
     796             :                 /* nilslast doesn't make a difference (all nil, or no nil) */
     797           0 :                 if (asc) {
     798           0 :                         heapify(LTvoidgrp, SWAP2);
     799           0 :                         while (cnt > 0) {
     800           0 :                                 cnt--;
     801           0 :                                 i = canditer_next(&ci);
     802           0 :                                 if (gv[j] < goids[0]
     803             :                                     /* || (gv[j] == goids[0]
     804             :                                         && i < oids[0]) -- always false */) {
     805           0 :                                         oids[0] = i;
     806           0 :                                         goids[0] = gv[j];
     807           0 :                                         siftdown(LTvoidgrp, 0, SWAP2);
     808             :                                 }
     809           0 :                                 j++;
     810             :                         }
     811             :                 } else {
     812           0 :                         heapify(GTvoidgrp, SWAP2);
     813           0 :                         while (cnt > 0) {
     814           0 :                                 cnt--;
     815           0 :                                 i = canditer_next(&ci);
     816           0 :                                 if (gv[j] < goids[0]
     817           0 :                                     || (gv[j] == goids[0]
     818             :                                         /* && i > oids[0] -- always true */)) {
     819           0 :                                         oids[0] = i;
     820           0 :                                         goids[0] = gv[j];
     821           0 :                                         siftdown(GTvoidgrp, 0, SWAP2);
     822             :                                 }
     823           0 :                                 j++;
     824             :                         }
     825             :                 }
     826         383 :         } else if (asc) {
     827         324 :                 if (nilslast && !bi->nonil) {
     828           0 :                         switch (tpe) {
     829           0 :                         case TYPE_bte:
     830           0 :                                 shuffle_unique_with_groups(bte, nLTbte);
     831             :                                 break;
     832           0 :                         case TYPE_sht:
     833           0 :                                 shuffle_unique_with_groups(sht, nLTsht);
     834             :                                 break;
     835           0 :                         case TYPE_int:
     836           0 :                                 shuffle_unique_with_groups(int, nLTint);
     837             :                                 break;
     838           0 :                         case TYPE_lng:
     839           0 :                                 shuffle_unique_with_groups(lng, nLTlng);
     840             :                                 break;
     841             : #ifdef HAVE_HGE
     842           0 :                         case TYPE_hge:
     843           0 :                                 shuffle_unique_with_groups(hge, nLThge);
     844             :                                 break;
     845             : #endif
     846           0 :                         case TYPE_flt:
     847           0 :                                 shuffle_unique_with_groups(flt, nLTflt);
     848             :                                 break;
     849           0 :                         case TYPE_dbl:
     850           0 :                                 shuffle_unique_with_groups(dbl, nLTdbl);
     851             :                                 break;
     852           0 :                         default:
     853           0 :                                 heapify(nLTanygrp, SWAP2);
     854           0 :                                 while (cnt > 0) {
     855           0 :                                         cnt--;
     856           0 :                                         i = canditer_next(&ci);
     857           0 :                                         if (gv[j] < goids[0]
     858           0 :                                             || (gv[j] == goids[0]
     859           0 :                                                 && cmp(BUNtail(*bi, i - hseq), nil) != 0
     860           0 :                                                 && (cmp(BUNtail(*bi, oids[0] - hseq), nil) == 0
     861           0 :                                                     || cmp(BUNtail(*bi, i - hseq),
     862           0 :                                                            BUNtail(*bi, oids[0] - hseq)) < 0))) {
     863           0 :                                                 oids[0] = i;
     864           0 :                                                 goids[0] = gv[j];
     865           0 :                                                 siftdown(nLTanygrp, 0, SWAP2);
     866             :                                         }
     867           0 :                                         j++;
     868             :                                 }
     869             :                                 break;
     870             :                         }
     871             :                 } else {
     872         324 :                         switch (tpe) {
     873          21 :                         case TYPE_bte:
     874     1597890 :                                 shuffle_unique_with_groups(bte, LT);
     875             :                                 break;
     876          14 :                         case TYPE_sht:
     877     1000063 :                                 shuffle_unique_with_groups(sht, LT);
     878             :                                 break;
     879         109 :                         case TYPE_int:
     880       33754 :                                 shuffle_unique_with_groups(int, LT);
     881             :                                 break;
     882          10 :                         case TYPE_lng:
     883      597895 :                                 shuffle_unique_with_groups(lng, LT);
     884             :                                 break;
     885             : #ifdef HAVE_HGE
     886          26 :                         case TYPE_hge:
     887        2490 :                                 shuffle_unique_with_groups(hge, LT);
     888             :                                 break;
     889             : #endif
     890           0 :                         case TYPE_flt:
     891           0 :                                 shuffle_unique_with_groups(flt, LTflt);
     892             :                                 break;
     893           4 :                         case TYPE_dbl:
     894          17 :                                 shuffle_unique_with_groups(dbl, LTdbl);
     895             :                                 break;
     896         140 :                         default:
     897      259249 :                                 heapify(LTanygrp, SWAP2);
     898       15811 :                                 while (cnt > 0) {
     899       15671 :                                         cnt--;
     900       15671 :                                         i = canditer_next(&ci);
     901       15671 :                                         if (gv[j] < goids[0] ||
     902       15501 :                                             (gv[j] == goids[0] &&
     903       15501 :                                              cmp(BUNtail(*bi, i - hseq),
     904       15501 :                                                  BUNtail(*bi, oids[0] - hseq)) < 0)) {
     905        2321 :                                                 oids[0] = i;
     906        2321 :                                                 goids[0] = gv[j];
     907       14484 :                                                 siftdown(LTanygrp, 0, SWAP2);
     908             :                                         }
     909       15671 :                                         j++;
     910             :                                 }
     911             :                                 break;
     912             :                         }
     913             :                 }
     914          59 :         } else if (nilslast || bi->nonil) {
     915          40 :                 switch (tpe) {
     916           5 :                 case TYPE_bte:
     917      181797 :                         shuffle_unique_with_groups(bte, GT);
     918             :                         break;
     919           0 :                 case TYPE_sht:
     920           0 :                         shuffle_unique_with_groups(sht, GT);
     921             :                         break;
     922          15 :                 case TYPE_int:
     923     5301732 :                         shuffle_unique_with_groups(int, GT);
     924             :                         break;
     925           0 :                 case TYPE_lng:
     926           0 :                         shuffle_unique_with_groups(lng, GT);
     927             :                         break;
     928             : #ifdef HAVE_HGE
     929           5 :                 case TYPE_hge:
     930         723 :                         shuffle_unique_with_groups(hge, GT);
     931             :                         break;
     932             : #endif
     933           0 :                 case TYPE_flt:
     934           0 :                         shuffle_unique_with_groups(flt, GTflt);
     935             :                         break;
     936           6 :                 case TYPE_dbl:
     937      246225 :                         shuffle_unique_with_groups(dbl, GTdbl);
     938             :                         break;
     939           9 :                 default:
     940          54 :                         heapify(GTanygrp, SWAP2);
     941          12 :                         while (cnt > 0) {
     942           3 :                                 cnt--;
     943           3 :                                 i = canditer_next(&ci);
     944           3 :                                 if (gv[j] < goids[0] ||
     945           2 :                                     (gv[j] == goids[0] &&
     946           2 :                                      cmp(BUNtail(*bi, i - hseq),
     947           2 :                                          BUNtail(*bi, oids[0] - hseq)) > 0)) {
     948           2 :                                         oids[0] = i;
     949           2 :                                         goids[0] = gv[j];
     950           5 :                                         siftdown(GTanygrp, 0, SWAP2);
     951             :                                 }
     952           3 :                                 j++;
     953             :                         }
     954             :                         break;
     955             :                 }
     956             :         } else {
     957          19 :                 switch (tpe) {
     958           2 :                 case TYPE_bte:
     959      441468 :                         shuffle_unique_with_groups(bte, nGTbte);
     960             :                         break;
     961           0 :                 case TYPE_sht:
     962           0 :                         shuffle_unique_with_groups(sht, nGTsht);
     963             :                         break;
     964           0 :                 case TYPE_int:
     965           0 :                         shuffle_unique_with_groups(int, nGTint);
     966             :                         break;
     967           0 :                 case TYPE_lng:
     968           0 :                         shuffle_unique_with_groups(lng, nGTlng);
     969             :                         break;
     970             : #ifdef HAVE_HGE
     971          17 :                 case TYPE_hge:
     972     1619099 :                         shuffle_unique_with_groups(hge, nGThge);
     973             :                         break;
     974             : #endif
     975           0 :                 case TYPE_flt:
     976           0 :                         shuffle_unique_with_groups(flt, nGTflt);
     977             :                         break;
     978           0 :                 case TYPE_dbl:
     979           0 :                         shuffle_unique_with_groups(dbl, nGTdbl);
     980             :                         break;
     981           0 :                 default:
     982           0 :                         heapify(nGTanygrp, SWAP2);
     983           0 :                         while (cnt > 0) {
     984           0 :                                 cnt--;
     985           0 :                                 i = canditer_next(&ci);
     986           0 :                                 if (gv[j] < goids[0]
     987           0 :                                     || (gv[j] == goids[0]
     988           0 :                                         && cmp(BUNtail(*bi, oids[0] - hseq), nil) != 0
     989           0 :                                         && (cmp(BUNtail(*bi, i - hseq), nil) == 0
     990           0 :                                             || cmp(BUNtail(*bi, i - hseq),
     991           0 :                                                    BUNtail(*bi, oids[0] - hseq)) > 0))) {
     992           0 :                                         oids[0] = i;
     993           0 :                                         goids[0] = gv[j];
     994           0 :                                         siftdown(nGTanygrp, 0, SWAP2);
     995             :                                 }
     996           0 :                                 j++;
     997             :                         }
     998             :                         break;
     999             :                 }
    1000             :         }
    1001         384 :         if (lastp)
    1002         215 :                 *lastp = oids[0];
    1003         384 :         if (lastgp)
    1004         215 :                 *lastgp = goids[0];
    1005         384 :         GDKfree(goids);
    1006             :         /* output must be sorted since it's a candidate list */
    1007         384 :         GDKqsort(oids, NULL, NULL, (size_t) n, sizeof(oid), 0, TYPE_oid, false, false);
    1008         384 :         bn->tsorted = true;
    1009         384 :         bn->trevsorted = n <= 1;
    1010         384 :         bn->tkey = true;
    1011         384 :         bn->tseqbase = n <= 1 ? oids[0] : oid_nil;
    1012         384 :         bn->tnil = false;
    1013         384 :         bn->tnonil = true;
    1014         384 :         TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
    1015             :                   ",g=" ALGOBATFMT ",n=" BUNFMT " -> " ALGOOPTBATFMT
    1016             :                   " (" LLFMT " usec)\n",
    1017             :                   ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), ALGOBATPAR(g), n,
    1018             :                   ALGOOPTBATPAR(bn), GDKusec() - t0);
    1019             :         return bn;
    1020             : }
    1021             : 
    1022             : static gdk_return
    1023         206 : BATfirstn_grouped(BAT **topn, BAT **gids, BATiter *bi, BAT *s, BUN n, bool asc, bool nilslast, bool distinct, lng t0)
    1024             : {
    1025         206 :         BAT *bn, *gn = NULL, *su = NULL;
    1026         206 :         oid last;
    1027         206 :         gdk_return rc;
    1028             : 
    1029         206 :         MT_thread_setalgorithm(__func__);
    1030         206 :         if (distinct && !bi->key) {
    1031           0 :                 su = s;
    1032           0 :                 s = BATunique(bi->b, s);
    1033           0 :                 if (s == NULL)
    1034             :                         return GDK_FAIL;
    1035             :         }
    1036         206 :         bn = BATfirstn_unique(bi, s, n, asc, nilslast, &last, t0);
    1037         206 :         if (bn == NULL)
    1038             :                 return GDK_FAIL;
    1039         206 :         if (BATcount(bn) == 0) {
    1040           0 :                 if (gids) {
    1041           0 :                         gn = BATdense(0, 0, 0);
    1042           0 :                         if (gn == NULL) {
    1043           0 :                                 BBPunfix(bn->batCacheid);
    1044           0 :                                 return GDK_FAIL;
    1045             :                         }
    1046           0 :                         *gids = gn;
    1047             :                 }
    1048           0 :                 *topn = bn;
    1049           0 :                 TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
    1050             :                           ",n=" BUNFMT " -> " ALGOOPTBATFMT "," ALGOOPTBATFMT
    1051             :                           " (empty -- " LLFMT " usec)\n",
    1052             :                           ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), n,
    1053             :                           ALGOOPTBATPAR(bn), ALGOOPTBATPAR(gn), GDKusec() - t0);
    1054           0 :                 return GDK_SUCCEED;
    1055             :         }
    1056         206 :         if (!bi->key) {
    1057         180 :                 if (distinct) {
    1058           0 :                         BAT *bn1;
    1059             : 
    1060           0 :                         bn1 = bn;
    1061           0 :                         BBPunfix(s->batCacheid);
    1062           0 :                         bn = BATintersect(bi->b, bi->b, su, bn1, true, false, BUN_NONE);
    1063           0 :                         BBPunfix(bn1->batCacheid);
    1064           0 :                         if (bn == NULL)
    1065             :                                 return GDK_FAIL;
    1066         180 :                 } else if (last != oid_nil) {
    1067          94 :                         BAT *bn1, *bn2;
    1068             : 
    1069          94 :                         bn1 = bn;
    1070          94 :                         bn2 = BATselect(bi->b, s, BUNtail(*bi, last - bi->b->hseqbase), NULL, true, false, false);
    1071          94 :                         if (bn2 == NULL) {
    1072           0 :                                 BBPunfix(bn1->batCacheid);
    1073           0 :                                 return GDK_FAIL;
    1074             :                         }
    1075          94 :                         bn = BATmergecand(bn1, bn2);
    1076          94 :                         BBPunfix(bn1->batCacheid);
    1077          94 :                         BBPunfix(bn2->batCacheid);
    1078          94 :                         if (bn == NULL)
    1079             :                                 return GDK_FAIL;
    1080             :                 }
    1081             :         }
    1082         206 :         if (gids) {
    1083         206 :                 BAT *bn1, *bn2, *bn3, *bn4;
    1084         206 :                 bn1 = BATproject(bn, bi->b);
    1085         206 :                 if (bn1 == NULL) {
    1086           0 :                         BBPunfix(bn->batCacheid);
    1087           0 :                         return GDK_FAIL;
    1088             :                 }
    1089         206 :                 rc = BATsort(NULL, &bn2, &bn3, bn1, NULL, NULL, !asc, !asc, false);
    1090         206 :                 BBPunfix(bn1->batCacheid);
    1091         206 :                 if (rc != GDK_SUCCEED) {
    1092           0 :                         BBPunfix(bn->batCacheid);
    1093           0 :                         return GDK_FAIL;
    1094             :                 }
    1095         206 :                 rc = BATsort(NULL, &bn4, NULL, bn2, NULL, NULL, false, false, false);
    1096         206 :                 BBPunfix(bn2->batCacheid);
    1097         206 :                 if (rc != GDK_SUCCEED) {
    1098           0 :                         BBPunfix(bn->batCacheid);
    1099           0 :                         BBPunfix(bn3->batCacheid);
    1100           0 :                         return GDK_FAIL;
    1101             :                 }
    1102         206 :                 gn = BATproject(bn4, bn3);
    1103         206 :                 BBPunfix(bn3->batCacheid);
    1104         206 :                 BBPunfix(bn4->batCacheid);
    1105         206 :                 if (gn == NULL) {
    1106           0 :                         BBPunfix(bn->batCacheid);
    1107           0 :                         return GDK_FAIL;
    1108             :                 }
    1109         206 :                 *gids = gn;
    1110         206 :                 assert(BATcount(gn) == BATcount(bn));
    1111             :         }
    1112         206 :         *topn = bn;
    1113         206 :         TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
    1114             :                   ",n=" BUNFMT " -> " ALGOOPTBATFMT "," ALGOOPTBATFMT
    1115             :                   " (" LLFMT " usec)\n",
    1116             :                   ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), n,
    1117             :                   ALGOOPTBATPAR(bn), ALGOOPTBATPAR(gn), GDKusec() - t0);
    1118             :         return GDK_SUCCEED;
    1119             : }
    1120             : 
    1121             : static gdk_return
    1122         231 : BATfirstn_grouped_with_groups(BAT **topn, BAT **gids, BATiter *bi, BAT *s, BAT *g, BUN n, bool asc, bool nilslast, bool distinct, lng t0)
    1123             : {
    1124         231 :         BAT *bn, *gn = NULL;
    1125         231 :         oid hseq = bi->b->hseqbase;
    1126         231 :         oid last, lastg;
    1127         231 :         gdk_return rc;
    1128             : 
    1129         231 :         MT_thread_setalgorithm(__func__);
    1130         231 :         if (distinct) {
    1131           0 :                 BAT *bn1, *bn2, *bn3, *bn4, *bn5, *bn6, *bn7;
    1132           0 :                 if (BATgroup(&bn1, &bn2, NULL, bi->b, s, g, NULL, NULL) != GDK_SUCCEED)
    1133           0 :                         return GDK_FAIL;
    1134           0 :                 bn3 = BATproject(bn2, bi->b);
    1135           0 :                 if (bn3 == NULL) {
    1136           0 :                         BBPunfix(bn1->batCacheid);
    1137           0 :                         BBPunfix(bn2->batCacheid);
    1138           0 :                         return GDK_FAIL;
    1139             :                 }
    1140           0 :                 bn4 = BATintersect(s, bn2, NULL, NULL, false, false, BUN_NONE);
    1141           0 :                 BBPunfix(bn2->batCacheid);
    1142           0 :                 if (bn4 == NULL) {
    1143           0 :                         BBPunfix(bn1->batCacheid);
    1144           0 :                         return GDK_FAIL;
    1145             :                 }
    1146           0 :                 bn5 = BATproject(bn4, g);
    1147           0 :                 BBPunfix(bn4->batCacheid);
    1148           0 :                 if (bn5 == NULL) {
    1149           0 :                         BBPunfix(bn1->batCacheid);
    1150           0 :                         return GDK_FAIL;
    1151             :                 }
    1152           0 :                 BATiter bn3i = bat_iterator(bn3);
    1153           0 :                 bn6 = BATfirstn_unique_with_groups(&bn3i, NULL, bn5, n, asc, nilslast, NULL, NULL, t0);
    1154           0 :                 bat_iterator_end(&bn3i);
    1155           0 :                 BBPunfix(bn3->batCacheid);
    1156           0 :                 BBPunfix(bn5->batCacheid);
    1157           0 :                 if (bn6 == NULL) {
    1158           0 :                         BBPunfix(bn1->batCacheid);
    1159           0 :                         return GDK_FAIL;
    1160             :                 }
    1161           0 :                 rc = BATleftjoin(&bn7, NULL, bn1, bn6, NULL, NULL, false, BUN_NONE);
    1162           0 :                 BBPunfix(bn6->batCacheid);
    1163           0 :                 if (rc != GDK_SUCCEED)
    1164             :                         return GDK_FAIL;
    1165           0 :                 bn = BATproject(bn7, s);
    1166           0 :                 BBPunfix(bn7->batCacheid);
    1167           0 :                 if (bn == NULL)
    1168             :                         return GDK_FAIL;
    1169             :         } else {
    1170         231 :                 bn = BATfirstn_unique_with_groups(bi, s, g, n, asc, nilslast, &last, &lastg, t0);
    1171         231 :                 if (bn == NULL)
    1172             :                         return GDK_FAIL;
    1173             :         }
    1174         231 :         if (BATcount(bn) == 0) {
    1175           0 :                 if (gids) {
    1176           0 :                         gn = BATdense(0, 0, 0);
    1177           0 :                         if (gn == NULL) {
    1178           0 :                                 BBPunfix(bn->batCacheid);
    1179           0 :                                 return GDK_FAIL;
    1180             :                         }
    1181           0 :                         *gids = gn;
    1182             :                 }
    1183           0 :                 *topn = bn;
    1184           0 :                 TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
    1185             :                           ",g=" ALGOBATFMT ",n=" BUNFMT
    1186             :                           " -> " ALGOOPTBATFMT "," ALGOOPTBATFMT
    1187             :                           " (empty -- " LLFMT " usec)\n",
    1188             :                           ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), ALGOBATPAR(g), n,
    1189             :                           ALGOOPTBATPAR(bn), ALGOOPTBATPAR(gn), GDKusec() - t0);
    1190           0 :                 return GDK_SUCCEED;
    1191             :         }
    1192         231 :         if (!distinct && !bi->key) {
    1193         212 :                 BAT *bn1, *bn2, *bn3, *bn4;
    1194             : 
    1195         212 :                 bn1 = bn;
    1196         212 :                 bn2 = BATselect(g, NULL, &lastg, NULL, true, false, false);
    1197         212 :                 if (bn2 == NULL) {
    1198           0 :                         BBPunfix(bn1->batCacheid);
    1199           0 :                         return GDK_FAIL;
    1200             :                 }
    1201         212 :                 bn3 = BATproject(bn2, s);
    1202         212 :                 BBPunfix(bn2->batCacheid);
    1203         212 :                 if (bn3 == NULL) {
    1204           0 :                         BBPunfix(bn1->batCacheid);
    1205           0 :                         return  GDK_FAIL;
    1206             :                 }
    1207         212 :                 bn4 = BATselect(bi->b, bn3, BUNtail(*bi, last - hseq), NULL, true, false, false);
    1208         212 :                 BBPunfix(bn3->batCacheid);
    1209         212 :                 if (bn4 == NULL) {
    1210           0 :                         BBPunfix(bn1->batCacheid);
    1211           0 :                         return  GDK_FAIL;
    1212             :                 }
    1213         212 :                 bn = BATmergecand(bn1, bn4);
    1214         212 :                 BBPunfix(bn1->batCacheid);
    1215         212 :                 BBPunfix(bn4->batCacheid);
    1216         212 :                 if (bn == NULL)
    1217             :                         return GDK_FAIL;
    1218             :         }
    1219         231 :         if (gids) {
    1220         231 :                 BAT *bn1, *bn2, *bn3, *bn4, *bn5, *bn6, *bn7, *bn8;
    1221             : 
    1222         231 :                 if ((bn1 = BATintersect(s, bn, NULL, NULL, false, false, BUN_NONE)) == NULL) {
    1223           0 :                         BBPunfix(bn->batCacheid);
    1224           0 :                         return  GDK_FAIL;
    1225             :                 }
    1226         231 :                 bn2 = BATproject(bn1, g);
    1227         231 :                 BBPunfix(bn1->batCacheid);
    1228         231 :                 if (bn2 == NULL) {
    1229           0 :                         BBPunfix(bn->batCacheid);
    1230           0 :                         return GDK_FAIL;
    1231             :                 }
    1232         231 :                 bn3 = BATproject(bn, bi->b);
    1233         231 :                 if (bn3 == NULL) {
    1234           0 :                         BBPunfix(bn2->batCacheid);
    1235           0 :                         return GDK_FAIL;
    1236             :                 }
    1237         231 :                 rc = BATsort(NULL, &bn4, &bn5, bn2, NULL, NULL, false, false, false);
    1238         231 :                 BBPunfix(bn2->batCacheid);
    1239         231 :                 if (rc != GDK_SUCCEED) {
    1240           0 :                         BBPunfix(bn->batCacheid);
    1241           0 :                         BBPunfix(bn3->batCacheid);
    1242           0 :                         return GDK_FAIL;
    1243             :                 }
    1244         231 :                 rc = BATsort(NULL, &bn6, &bn7, bn3, bn4, bn5, !asc, !asc, false);
    1245         231 :                 BBPunfix(bn3->batCacheid);
    1246         231 :                 BBPunfix(bn4->batCacheid);
    1247         231 :                 BBPunfix(bn5->batCacheid);
    1248         231 :                 if (rc != GDK_SUCCEED) {
    1249           0 :                         BBPunfix(bn->batCacheid);
    1250           0 :                         return GDK_FAIL;
    1251             :                 }
    1252         231 :                 rc = BATsort(NULL, &bn8, NULL, bn6, NULL, NULL, false, false, false);
    1253         231 :                 BBPunfix(bn6->batCacheid);
    1254         231 :                 if (rc != GDK_SUCCEED) {
    1255           0 :                         BBPunfix(bn->batCacheid);
    1256           0 :                         BBPunfix(bn7->batCacheid);
    1257           0 :                         return GDK_FAIL;
    1258             :                 }
    1259         231 :                 gn = BATproject(bn8, bn7);
    1260         231 :                 BBPunfix(bn7->batCacheid);
    1261         231 :                 BBPunfix(bn8->batCacheid);
    1262         231 :                 if (gn == NULL) {
    1263           0 :                         BBPunfix(bn->batCacheid);
    1264           0 :                         return GDK_FAIL;
    1265             :                 }
    1266         231 :                 *gids = gn;
    1267         231 :                 assert(BATcount(gn) == BATcount(bn));
    1268             :         }
    1269         231 :         *topn = bn;
    1270         231 :         TRC_DEBUG(ALGO, "b=" ALGOBATFMT ",s=" ALGOOPTBATFMT
    1271             :                   ",g=" ALGOBATFMT ",n=" BUNFMT
    1272             :                   " -> " ALGOOPTBATFMT "," ALGOOPTBATFMT
    1273             :                   " (" LLFMT " usec)\n",
    1274             :                   ALGOBATPAR(bi->b), ALGOOPTBATPAR(s), ALGOBATPAR(g), n,
    1275             :                   ALGOOPTBATPAR(bn), ALGOOPTBATPAR(gn), GDKusec() - t0);
    1276             :         return GDK_SUCCEED;
    1277             : }
    1278             : 
    1279             : gdk_return
    1280        1217 : BATfirstn(BAT **topn, BAT **gids, BAT *b, BAT *s, BAT *g, BUN n, bool asc, bool nilslast, bool distinct)
    1281             : {
    1282        1217 :         lng t0 = 0;
    1283        1217 :         gdk_return rc = GDK_SUCCEED;
    1284             : 
    1285        1217 :         assert(topn != NULL);
    1286        1217 :         if (b == NULL) {
    1287           0 :                 *topn = NULL;
    1288           0 :                 return GDK_SUCCEED;
    1289             :         }
    1290             : 
    1291        1217 :         TRC_DEBUG_IF(ALGO) t0 = GDKusec();
    1292             : 
    1293        1217 :         (void) BATordered(b);
    1294        1217 :         (void) BATordered_rev(b);
    1295             : 
    1296        1217 :         BATiter bi = bat_iterator(b);
    1297             : 
    1298             :         /* if g specified, then so must s */
    1299        1216 :         assert(g == NULL || s != NULL);
    1300             :         /* g and s must be aligned (same size, same hseqbase) */
    1301        1216 :         assert(g == NULL || BATcount(s) == BATcount(g));
    1302         444 :         assert(g == NULL || BATcount(g) == 0 || s->hseqbase == g->hseqbase);
    1303             : 
    1304        1216 :         if (n == 0 || BATcount(b) == 0 || (s != NULL && BATcount(s) == 0)) {
    1305             :                 /* trivial: empty result */
    1306          59 :                 *topn = BATdense(0, 0, 0);
    1307          59 :                 if (*topn == NULL) {
    1308             :                         rc = GDK_FAIL;
    1309          59 :                 } else if (gids) {
    1310          25 :                         *gids = BATdense(0, 0, 0);
    1311          25 :                         if (*gids == NULL) {
    1312           0 :                                 BBPreclaim(*topn);
    1313             :                                 rc = GDK_FAIL;
    1314             :                         }
    1315             :                 }
    1316        1157 :         } else if (g == NULL) {
    1317         736 :                 if (gids == NULL && !distinct) {
    1318         530 :                         *topn = BATfirstn_unique(&bi, s, n, asc, nilslast, NULL, t0);
    1319         531 :                         rc = *topn ? GDK_SUCCEED : GDK_FAIL;
    1320             :                 } else {
    1321         206 :                         rc = BATfirstn_grouped(topn, gids, &bi, s, n, asc, nilslast, distinct, t0);
    1322             :                 }
    1323         421 :         } else if (gids == NULL && !distinct) {
    1324         190 :                 *topn = BATfirstn_unique_with_groups(&bi, s, g, n, asc, nilslast, NULL, NULL, t0);
    1325         190 :                 rc = *topn ? GDK_SUCCEED : GDK_FAIL;
    1326             :         } else {
    1327         231 :                 rc = BATfirstn_grouped_with_groups(topn, gids, &bi, s, g, n, asc, nilslast, distinct, t0);
    1328             :         }
    1329        1217 :         bat_iterator_end(&bi);
    1330        1217 :         return rc;
    1331             : }

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