aboutsummaryrefslogtreecommitdiffstats
path: root/contrib/clickhouse/src/Functions/FunctionsComparison.h
blob: aa942695812a0073cc9a88536f3c0ce67134eead (plain) (blame)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
#pragma once

#include <Common/memcmpSmall.h>
#include <Common/assert_cast.h>
#include <Common/TargetSpecific.h>

#include <Columns/ColumnsNumber.h>
#include <Columns/ColumnConst.h>
#include <Columns/ColumnDecimal.h>
#include <Columns/ColumnString.h>
#include <Columns/ColumnFixedString.h>
#include <Columns/ColumnTuple.h>
#include <Columns/ColumnArray.h>

#include <DataTypes/DataTypeDate.h>
#include <DataTypes/DataTypeDateTime.h>
#include <DataTypes/DataTypeDateTime64.h>
#include <DataTypes/DataTypeEnum.h>
#include <DataTypes/DataTypeFixedString.h>
#include <DataTypes/DataTypeNothing.h>
#include <DataTypes/DataTypeNullable.h>
#include <DataTypes/DataTypeString.h>
#include <DataTypes/DataTypeTuple.h>
#include <DataTypes/DataTypeUUID.h>
#include <DataTypes/DataTypesNumber.h>
#include <DataTypes/getLeastSupertype.h>

#include <Interpreters/convertFieldToType.h>
#include <Interpreters/castColumn.h>

#include <Functions/IFunctionAdaptors.h>
#include <Functions/FunctionHelpers.h>
#include <Functions/IsOperation.h>

#include <Core/AccurateComparison.h>
#include <Core/DecimalComparison.h>

#include <IO/ReadBufferFromMemory.h>
#include <IO/ReadHelpers.h>

#include <limits>
#include <type_traits>

#if USE_EMBEDDED_COMPILER
#    include <DataTypes/Native.h>
#    error #include <llvm/IR/IRBuilder.h>
#endif


namespace DB
{

namespace ErrorCodes
{
    extern const int ILLEGAL_COLUMN;
    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
    extern const int LOGICAL_ERROR;
    extern const int NOT_IMPLEMENTED;
    extern const int BAD_ARGUMENTS;
}


/** Comparison functions: ==, !=, <, >, <=, >=.
  * The comparison functions always return 0 or 1 (UInt8).
  *
  * You can compare the following types:
  * - numbers and decimals;
  * - strings and fixed strings;
  * - dates;
  * - datetimes;
  *   within each group, but not from different groups;
  * - tuples (lexicographic comparison).
  *
  * Exception: You can compare the date and datetime with a constant string. Example: EventDate = '2015-01-01'.
  */


template <typename A, typename B, typename Op>
struct NumComparisonImpl
{
    using ContainerA = PaddedPODArray<A>;
    using ContainerB = PaddedPODArray<B>;

    MULTITARGET_FUNCTION_AVX512BW_AVX512F_AVX2_SSE42(
    MULTITARGET_FUNCTION_HEADER(static void), vectorVectorImpl, MULTITARGET_FUNCTION_BODY(( /// NOLINT
        const ContainerA & a, const ContainerB & b, PaddedPODArray<UInt8> & c)
    {
        /** GCC 4.8.2 vectorizes a loop only if it is written in this form.
          * In this case, if you loop through the array index (the code will look simpler),
          *  the loop will not be vectorized.
          */

        size_t size = a.size();
        const A * __restrict a_pos = a.data();
        const B * __restrict b_pos = b.data();
        UInt8 * __restrict c_pos = c.data();
        const A * a_end = a_pos + size;

        while (a_pos < a_end)
        {
            *c_pos = Op::apply(*a_pos, *b_pos);
            ++a_pos;
            ++b_pos;
            ++c_pos;
        }
    }))

    static void NO_INLINE vectorVector(const ContainerA & a, const ContainerB & b, PaddedPODArray<UInt8> & c)
    {
#if USE_MULTITARGET_CODE
        if (isArchSupported(TargetArch::AVX512BW))
        {
            vectorVectorImplAVX512BW(a, b, c);
            return;
        }

        if (isArchSupported(TargetArch::AVX512F))
        {
            vectorVectorImplAVX512F(a, b, c);
            return;
        }

        if (isArchSupported(TargetArch::AVX2))
        {
            vectorVectorImplAVX2(a, b, c);
            return;
        }

        if (isArchSupported(TargetArch::SSE42))
        {
            vectorVectorImplSSE42(a, b, c);
            return;
        }
#endif

        vectorVectorImpl(a, b, c);
    }


    MULTITARGET_FUNCTION_AVX512BW_AVX512F_AVX2_SSE42(
    MULTITARGET_FUNCTION_HEADER(static void), vectorConstantImpl, MULTITARGET_FUNCTION_BODY(( /// NOLINT
        const ContainerA & a, B b, PaddedPODArray<UInt8> & c)
    {
        size_t size = a.size();
        const A * __restrict a_pos = a.data();
        UInt8 * __restrict c_pos = c.data();
        const A * a_end = a_pos + size;

        while (a_pos < a_end)
        {
            *c_pos = Op::apply(*a_pos, b);
            ++a_pos;
            ++c_pos;
        }
    }))

    static void NO_INLINE vectorConstant(const ContainerA & a, B b, PaddedPODArray<UInt8> & c)
    {
#if USE_MULTITARGET_CODE
        if (isArchSupported(TargetArch::AVX512BW))
        {
            vectorConstantImplAVX512BW(a, b, c);
            return;
        }

        if (isArchSupported(TargetArch::AVX512F))
        {
            vectorConstantImplAVX512F(a, b, c);
            return;
        }

        if (isArchSupported(TargetArch::AVX2))
        {
            vectorConstantImplAVX2(a, b, c);
            return;
        }

        if (isArchSupported(TargetArch::SSE42))
        {
            vectorConstantImplSSE42(a, b, c);
            return;
        }
#endif

        vectorConstantImpl(a, b, c);
    }

    static void constantVector(A a, const ContainerB & b, PaddedPODArray<UInt8> & c)
    {
        NumComparisonImpl<B, A, typename Op::SymmetricOp>::vectorConstant(b, a, c);
    }

    static void constantConstant(A a, B b, UInt8 & c)
    {
        c = Op::apply(a, b);
    }
};


template <typename Op>
struct StringComparisonImpl
{
    static void NO_INLINE string_vector_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, const ColumnString::Offsets & a_offsets,
        const ColumnString::Chars & b_data, const ColumnString::Offsets & b_offsets,
        PaddedPODArray<UInt8> & c)
    {
        size_t size = a_offsets.size();
        ColumnString::Offset prev_a_offset = 0;
        ColumnString::Offset prev_b_offset = 0;

        for (size_t i = 0; i < size; ++i)
        {
            c[i] = Op::apply(memcmpSmallAllowOverflow15(
                a_data.data() + prev_a_offset, a_offsets[i] - prev_a_offset - 1,
                b_data.data() + prev_b_offset, b_offsets[i] - prev_b_offset - 1), 0);

            prev_a_offset = a_offsets[i];
            prev_b_offset = b_offsets[i];
        }
    }

    static void NO_INLINE string_vector_fixed_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, const ColumnString::Offsets & a_offsets,
        const ColumnString::Chars & b_data, ColumnString::Offset b_n,
        PaddedPODArray<UInt8> & c)
    {
        size_t size = a_offsets.size();
        ColumnString::Offset prev_a_offset = 0;

        for (size_t i = 0; i < size; ++i)
        {
            c[i] = Op::apply(memcmpSmallLikeZeroPaddedAllowOverflow15(
                a_data.data() + prev_a_offset, a_offsets[i] - prev_a_offset - 1,
                b_data.data() + i * b_n, b_n), 0);

            prev_a_offset = a_offsets[i];
        }
    }

    static void NO_INLINE string_vector_constant( /// NOLINT
        const ColumnString::Chars & a_data, const ColumnString::Offsets & a_offsets,
        const ColumnString::Chars & b_data, ColumnString::Offset b_size,
        PaddedPODArray<UInt8> & c)
    {
        size_t size = a_offsets.size();
        ColumnString::Offset prev_a_offset = 0;

        for (size_t i = 0; i < size; ++i)
        {
            c[i] = Op::apply(memcmpSmallAllowOverflow15(
                a_data.data() + prev_a_offset, a_offsets[i] - prev_a_offset - 1,
                b_data.data(), b_size), 0);

            prev_a_offset = a_offsets[i];
        }
    }

    static void fixed_string_vector_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, ColumnString::Offset a_n,
        const ColumnString::Chars & b_data, const ColumnString::Offsets & b_offsets,
        PaddedPODArray<UInt8> & c)
    {
        StringComparisonImpl<typename Op::SymmetricOp>::string_vector_fixed_string_vector(b_data, b_offsets, a_data, a_n, c);
    }

    static void NO_INLINE fixed_string_vector_fixed_string_vector_16( /// NOLINT
        const ColumnString::Chars & a_data,
        const ColumnString::Chars & b_data,
        PaddedPODArray<UInt8> & c)
    {
        size_t size = a_data.size();

        for (size_t i = 0, j = 0; i < size; i += 16, ++j)
            c[j] = Op::apply(memcmp16(&a_data[i], &b_data[i]), 0);
    }

    static void NO_INLINE fixed_string_vector_constant_16( /// NOLINT
        const ColumnString::Chars & a_data,
        const ColumnString::Chars & b_data,
        PaddedPODArray<UInt8> & c)
    {
        size_t size = a_data.size();

        for (size_t i = 0, j = 0; i < size; i += 16, ++j)
            c[j] = Op::apply(memcmp16(&a_data[i], &b_data[0]), 0);
    }

    static void NO_INLINE fixed_string_vector_fixed_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, ColumnString::Offset a_n,
        const ColumnString::Chars & b_data, ColumnString::Offset b_n,
        PaddedPODArray<UInt8> & c)
    {
        if (a_n == 16 && b_n == 16)
        {
            /** Specialization if both sizes are 16.
              * To more efficient comparison of IPv6 addresses stored in FixedString(16).
              */
            fixed_string_vector_fixed_string_vector_16(a_data, b_data, c);
        }
        else if (a_n == b_n)
        {
            size_t size = a_data.size();
            for (size_t i = 0, j = 0; i < size; i += a_n, ++j)
                c[j] = Op::apply(memcmpSmallAllowOverflow15(a_data.data() + i, b_data.data() + i, a_n), 0);
        }
        else
        {
            size_t size = a_data.size() / a_n;

            for (size_t i = 0; i < size; ++i)
                c[i] = Op::apply(memcmpSmallLikeZeroPaddedAllowOverflow15(a_data.data() + i * a_n, a_n, b_data.data() + i * b_n, b_n), 0);
        }
    }

    static void NO_INLINE fixed_string_vector_constant( /// NOLINT
        const ColumnString::Chars & a_data, ColumnString::Offset a_n,
        const ColumnString::Chars & b_data, ColumnString::Offset b_size,
        PaddedPODArray<UInt8> & c)
    {
        if (a_n == 16 && b_size == 16)
        {
            fixed_string_vector_constant_16(a_data, b_data, c);
        }
        else if (a_n == b_size)
        {
            size_t size = a_data.size();
            for (size_t i = 0, j = 0; i < size; i += a_n, ++j)
                c[j] = Op::apply(memcmpSmallAllowOverflow15(a_data.data() + i, b_data.data(), a_n), 0);
        }
        else
        {
            size_t size = a_data.size();
            for (size_t i = 0, j = 0; i < size; i += a_n, ++j)
                c[j] = Op::apply(memcmpSmallLikeZeroPaddedAllowOverflow15(a_data.data() + i, a_n, b_data.data(), b_size), 0);
        }
    }

    static void constant_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, ColumnString::Offset a_size,
        const ColumnString::Chars & b_data, const ColumnString::Offsets & b_offsets,
        PaddedPODArray<UInt8> & c)
    {
        StringComparisonImpl<typename Op::SymmetricOp>::string_vector_constant(b_data, b_offsets, a_data, a_size, c);
    }

    static void constant_fixed_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, ColumnString::Offset a_size,
        const ColumnString::Chars & b_data, ColumnString::Offset b_n,
        PaddedPODArray<UInt8> & c)
    {
        StringComparisonImpl<typename Op::SymmetricOp>::fixed_string_vector_constant(b_data, b_n, a_data, a_size, c);
    }
};


/// Comparisons for equality/inequality are implemented slightly more efficient.
template <bool positive>
struct StringEqualsImpl
{
    static void NO_INLINE string_vector_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, const ColumnString::Offsets & a_offsets,
        const ColumnString::Chars & b_data, const ColumnString::Offsets & b_offsets,
        PaddedPODArray<UInt8> & c)
    {
        size_t size = a_offsets.size();
        ColumnString::Offset prev_a_offset = 0;
        ColumnString::Offset prev_b_offset = 0;

        for (size_t i = 0; i < size; ++i)
        {
            auto a_size = a_offsets[i] - prev_a_offset - 1;
            auto b_size = b_offsets[i] - prev_b_offset - 1;

            c[i] = positive == memequalSmallAllowOverflow15(
                a_data.data() + prev_a_offset, a_size,
                b_data.data() + prev_b_offset, b_size);

            prev_a_offset = a_offsets[i];
            prev_b_offset = b_offsets[i];
        }
    }

    static void NO_INLINE string_vector_fixed_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, const ColumnString::Offsets & a_offsets,
        const ColumnString::Chars & b_data, ColumnString::Offset b_n,
        PaddedPODArray<UInt8> & c)
    {
        size_t size = a_offsets.size();
        ColumnString::Offset prev_a_offset = 0;

        for (size_t i = 0; i < size; ++i)
        {
            auto a_size = a_offsets[i] - prev_a_offset - 1;

            c[i] = positive == memequalSmallLikeZeroPaddedAllowOverflow15(
                a_data.data() + prev_a_offset, a_size,
                b_data.data() + b_n * i, b_n);

            prev_a_offset = a_offsets[i];
        }
    }

    static void NO_INLINE string_vector_constant( /// NOLINT
        const ColumnString::Chars & a_data, const ColumnString::Offsets & a_offsets,
        const ColumnString::Chars & b_data, ColumnString::Offset b_size,
        PaddedPODArray<UInt8> & c)
    {
        size_t size = a_offsets.size();
        ColumnString::Offset prev_a_offset = 0;

        if (b_size == 0)
        {
            /*
             * Add the fast path of string comparison if the string constant is empty
             * and b_size is 0. If a_size is also 0, both of string a and b are empty
             * string. There is no need to call memequalSmallAllowOverflow15() for
             * string comparison.
             */
            for (size_t i = 0; i < size; ++i)
            {
                auto a_size = a_offsets[i] - prev_a_offset - 1;

                if (a_size == 0)
                    c[i] = positive;
                else
                    c[i] = !positive;

                prev_a_offset = a_offsets[i];
            }
        }
        else
        {
            for (size_t i = 0; i < size; ++i)
            {
                auto a_size = a_offsets[i] - prev_a_offset - 1;

                c[i] = positive == memequalSmallAllowOverflow15(
                    a_data.data() + prev_a_offset, a_size,
                    b_data.data(), b_size);

                prev_a_offset = a_offsets[i];
            }
        }
    }

    static void NO_INLINE fixed_string_vector_fixed_string_vector_16( /// NOLINT
        const ColumnString::Chars & a_data,
        const ColumnString::Chars & b_data,
        PaddedPODArray<UInt8> & c)
    {
        size_t size = a_data.size() / 16;

        for (size_t i = 0; i < size; ++i)
            c[i] = positive == memequal16(
                a_data.data() + i * 16,
                b_data.data() + i * 16);
    }

    static void NO_INLINE fixed_string_vector_constant_16( /// NOLINT
        const ColumnString::Chars & a_data,
        const ColumnString::Chars & b_data,
        PaddedPODArray<UInt8> & c)
    {
        size_t size = a_data.size() / 16;

        for (size_t i = 0; i < size; ++i)
            c[i] = positive == memequal16(
                a_data.data() + i * 16,
                b_data.data());
    }

    static void NO_INLINE fixed_string_vector_fixed_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, ColumnString::Offset a_n,
        const ColumnString::Chars & b_data, ColumnString::Offset b_n,
        PaddedPODArray<UInt8> & c)
    {
        /** Specialization if both sizes are 16.
          * To more efficient comparison of IPv6 addresses stored in FixedString(16).
          */
        if (a_n == 16 && b_n == 16)
        {
            fixed_string_vector_fixed_string_vector_16(a_data, b_data, c);
        }
        else if (a_n == b_n)
        {
            size_t size = a_data.size() / a_n;
            for (size_t i = 0; i < size; ++i)
                c[i] = positive == memequalSmallAllowOverflow15(a_data.data() + i * a_n, a_n, b_data.data() + i * a_n, a_n);
        }
        else
        {
            size_t size = a_data.size() / a_n;
            for (size_t i = 0; i < size; ++i)
                c[i] = positive == memequalSmallLikeZeroPaddedAllowOverflow15(a_data.data() + i * a_n, a_n, b_data.data() + i * b_n, b_n);
        }
    }

    static void NO_INLINE fixed_string_vector_constant( /// NOLINT
        const ColumnString::Chars & a_data, ColumnString::Offset a_n,
        const ColumnString::Chars & b_data, ColumnString::Offset b_size,
        PaddedPODArray<UInt8> & c)
    {
        if (a_n == 16 && b_size == 16)
        {
            fixed_string_vector_constant_16(a_data, b_data, c);
        }
        else
        {
            size_t size = a_data.size() / a_n;
            for (size_t i = 0; i < size; ++i)
                c[i] = positive == memequalSmallLikeZeroPaddedAllowOverflow15(a_data.data() + i * a_n, a_n, b_data.data(), b_size);
        }
    }

    static void fixed_string_vector_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, ColumnString::Offset a_n,
        const ColumnString::Chars & b_data, const ColumnString::Offsets & b_offsets,
        PaddedPODArray<UInt8> & c)
    {
        string_vector_fixed_string_vector(b_data, b_offsets, a_data, a_n, c);
    }

    static void constant_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, ColumnString::Offset a_size,
        const ColumnString::Chars & b_data, const ColumnString::Offsets & b_offsets,
        PaddedPODArray<UInt8> & c)
    {
        string_vector_constant(b_data, b_offsets, a_data, a_size, c);
    }

    static void constant_fixed_string_vector( /// NOLINT
        const ColumnString::Chars & a_data, ColumnString::Offset a_size,
        const ColumnString::Chars & b_data, ColumnString::Offset b_n,
        PaddedPODArray<UInt8> & c)
    {
        fixed_string_vector_constant(b_data, b_n, a_data, a_size, c);
    }
};


template <typename A, typename B>
struct StringComparisonImpl<EqualsOp<A, B>> : StringEqualsImpl<true> {};

template <typename A, typename B>
struct StringComparisonImpl<NotEqualsOp<A, B>> : StringEqualsImpl<false> {};


/// Generic version, implemented for columns of same type.
template <typename Op>
struct GenericComparisonImpl
{
    static void NO_INLINE vectorVector(const IColumn & a, const IColumn & b, PaddedPODArray<UInt8> & c)
    {
        for (size_t i = 0, size = a.size(); i < size; ++i)
            c[i] = Op::apply(a.compareAt(i, i, b, 1), 0);
    }

    static void NO_INLINE vectorConstant(const IColumn & a, const IColumn & b, PaddedPODArray<UInt8> & c)
    {
        auto b_materialized = b.cloneResized(1)->convertToFullColumnIfConst();
        for (size_t i = 0, size = a.size(); i < size; ++i)
            c[i] = Op::apply(a.compareAt(i, 0, *b_materialized, 1), 0);
    }

    static void constantVector(const IColumn & a, const IColumn & b, PaddedPODArray<UInt8> & c)
    {
        GenericComparisonImpl<typename Op::SymmetricOp>::vectorConstant(b, a, c);
    }

    static void constantConstant(const IColumn & a, const IColumn & b, UInt8 & c)
    {
        c = Op::apply(a.compareAt(0, 0, b, 1), 0);
    }
};


#if USE_EMBEDDED_COMPILER

template <template <typename, typename> typename Op> struct CompileOp;

template <> struct CompileOp<EqualsOp>
{
    static llvm::Value * compile(llvm::IRBuilder<> & b, llvm::Value * x, llvm::Value * y, bool /*is_signed*/)
    {
        return x->getType()->isIntegerTy() ? b.CreateICmpEQ(x, y) : b.CreateFCmpOEQ(x, y); /// qNaNs always compare false
    }
};

template <> struct CompileOp<NotEqualsOp>
{
    static llvm::Value * compile(llvm::IRBuilder<> & b, llvm::Value * x, llvm::Value * y, bool /*is_signed*/)
    {
        return x->getType()->isIntegerTy() ? b.CreateICmpNE(x, y) : b.CreateFCmpUNE(x, y);
    }
};

template <> struct CompileOp<LessOp>
{
    static llvm::Value * compile(llvm::IRBuilder<> & b, llvm::Value * x, llvm::Value * y, bool is_signed)
    {
        return x->getType()->isIntegerTy() ? (is_signed ? b.CreateICmpSLT(x, y) : b.CreateICmpULT(x, y)) : b.CreateFCmpOLT(x, y);
    }
};

template <> struct CompileOp<GreaterOp>
{
    static llvm::Value * compile(llvm::IRBuilder<> & b, llvm::Value * x, llvm::Value * y, bool is_signed)
    {
        return x->getType()->isIntegerTy() ? (is_signed ? b.CreateICmpSGT(x, y) : b.CreateICmpUGT(x, y)) : b.CreateFCmpOGT(x, y);
    }
};

template <> struct CompileOp<LessOrEqualsOp>
{
    static llvm::Value * compile(llvm::IRBuilder<> & b, llvm::Value * x, llvm::Value * y, bool is_signed)
    {
        return x->getType()->isIntegerTy() ? (is_signed ? b.CreateICmpSLE(x, y) : b.CreateICmpULE(x, y)) : b.CreateFCmpOLE(x, y);
    }
};

template <> struct CompileOp<GreaterOrEqualsOp>
{
    static llvm::Value * compile(llvm::IRBuilder<> & b, llvm::Value * x, llvm::Value * y, bool is_signed)
    {
        return x->getType()->isIntegerTy() ? (is_signed ? b.CreateICmpSGE(x, y) : b.CreateICmpUGE(x, y)) : b.CreateFCmpOGE(x, y);
    }
};

#endif


struct NameEquals          { static constexpr auto name = "equals"; };
struct NameNotEquals       { static constexpr auto name = "notEquals"; };
struct NameLess            { static constexpr auto name = "less"; };
struct NameGreater         { static constexpr auto name = "greater"; };
struct NameLessOrEquals    { static constexpr auto name = "lessOrEquals"; };
struct NameGreaterOrEquals { static constexpr auto name = "greaterOrEquals"; };


template <template <typename, typename> class Op, typename Name>
class FunctionComparison : public IFunction
{
public:
    static constexpr auto name = Name::name;
    static FunctionPtr create(ContextPtr context) { return std::make_shared<FunctionComparison>(context); }

    explicit FunctionComparison(ContextPtr context_)
        : context(context_), check_decimal_overflow(decimalCheckComparisonOverflow(context)) {}

private:
    ContextPtr context;
    bool check_decimal_overflow = true;

    template <typename T0, typename T1>
    ColumnPtr executeNumRightType(const ColumnVector<T0> * col_left, const IColumn * col_right_untyped) const
    {
        if (const ColumnVector<T1> * col_right = checkAndGetColumn<ColumnVector<T1>>(col_right_untyped))
        {
            auto col_res = ColumnUInt8::create();

            ColumnUInt8::Container & vec_res = col_res->getData();
            vec_res.resize(col_left->getData().size());
            NumComparisonImpl<T0, T1, Op<T0, T1>>::vectorVector(col_left->getData(), col_right->getData(), vec_res);

            return col_res;
        }
        else if (auto col_right_const = checkAndGetColumnConst<ColumnVector<T1>>(col_right_untyped))
        {
            auto col_res = ColumnUInt8::create();

            ColumnUInt8::Container & vec_res = col_res->getData();
            vec_res.resize(col_left->size());
            NumComparisonImpl<T0, T1, Op<T0, T1>>::vectorConstant(col_left->getData(), col_right_const->template getValue<T1>(), vec_res);

            return col_res;
        }

        return nullptr;
    }

    template <typename T0, typename T1>
    ColumnPtr executeNumConstRightType(const ColumnConst * col_left, const IColumn * col_right_untyped) const
    {
        if (const ColumnVector<T1> * col_right = checkAndGetColumn<ColumnVector<T1>>(col_right_untyped))
        {
            auto col_res = ColumnUInt8::create();

            ColumnUInt8::Container & vec_res = col_res->getData();
            vec_res.resize(col_left->size());
            NumComparisonImpl<T0, T1, Op<T0, T1>>::constantVector(col_left->template getValue<T0>(), col_right->getData(), vec_res);

            return col_res;
        }
        else if (auto col_right_const = checkAndGetColumnConst<ColumnVector<T1>>(col_right_untyped))
        {
            UInt8 res = 0;
            NumComparisonImpl<T0, T1, Op<T0, T1>>::constantConstant(col_left->template getValue<T0>(), col_right_const->template getValue<T1>(), res);

            return DataTypeUInt8().createColumnConst(col_left->size(), toField(res));
        }

        return nullptr;
    }

    template <typename T0>
    ColumnPtr executeNumLeftType(const IColumn * col_left_untyped, const IColumn * col_right_untyped) const
    {
        ColumnPtr res = nullptr;
        if (const ColumnVector<T0> * col_left = checkAndGetColumn<ColumnVector<T0>>(col_left_untyped))
        {
            if (   (res = executeNumRightType<T0, UInt8>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, UInt16>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, UInt32>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, UInt64>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, UInt128>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, UInt256>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, Int8>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, Int16>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, Int32>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, Int64>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, Int128>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, Int256>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, Float32>(col_left, col_right_untyped))
                || (res = executeNumRightType<T0, Float64>(col_left, col_right_untyped)))
                return res;
            else
                throw Exception(ErrorCodes::ILLEGAL_COLUMN, "Illegal column {} of second argument of function {}",
                    col_right_untyped->getName(), getName());
        }
        else if (auto col_left_const = checkAndGetColumnConst<ColumnVector<T0>>(col_left_untyped))
        {
            if (   (res = executeNumConstRightType<T0, UInt8>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, UInt16>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, UInt32>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, UInt64>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, UInt128>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, UInt256>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, Int8>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, Int16>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, Int32>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, Int64>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, Int128>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, Int256>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, Float32>(col_left_const, col_right_untyped))
                || (res = executeNumConstRightType<T0, Float64>(col_left_const, col_right_untyped)))
                return res;
            else
                throw Exception(ErrorCodes::ILLEGAL_COLUMN, "Illegal column {} of second argument of function {}",
                    col_right_untyped->getName(), getName());
        }

        return nullptr;
    }

    ColumnPtr executeDecimal(const ColumnWithTypeAndName & col_left, const ColumnWithTypeAndName & col_right) const
    {
        TypeIndex left_number = col_left.type->getTypeId();
        TypeIndex right_number = col_right.type->getTypeId();
        ColumnPtr res;

        auto call = [&](const auto & types) -> bool
        {
            using Types = std::decay_t<decltype(types)>;
            using LeftDataType = typename Types::LeftType;
            using RightDataType = typename Types::RightType;

            if (check_decimal_overflow)
                return (res = DecimalComparison<LeftDataType, RightDataType, Op, true>::apply(col_left, col_right)) != nullptr;
            else
                return (res = DecimalComparison<LeftDataType, RightDataType, Op, false>::apply(col_left, col_right)) != nullptr;
        };

        if (!callOnBasicTypes<true, false, true, true>(left_number, right_number, call))
            throw Exception(ErrorCodes::LOGICAL_ERROR, "Wrong call for {} with {} and {}",
                            getName(), col_left.type->getName(), col_right.type->getName());

        return res;
    }

    ColumnPtr executeString(const IColumn * c0, const IColumn * c1) const
    {
        const ColumnString * c0_string = checkAndGetColumn<ColumnString>(c0);
        const ColumnString * c1_string = checkAndGetColumn<ColumnString>(c1);
        const ColumnFixedString * c0_fixed_string = checkAndGetColumn<ColumnFixedString>(c0);
        const ColumnFixedString * c1_fixed_string = checkAndGetColumn<ColumnFixedString>(c1);

        const ColumnConst * c0_const = checkAndGetColumnConstStringOrFixedString(c0);
        const ColumnConst * c1_const = checkAndGetColumnConstStringOrFixedString(c1);

        if (!((c0_string || c0_fixed_string || c0_const) && (c1_string || c1_fixed_string || c1_const)))
            return nullptr;

        const ColumnString::Chars * c0_const_chars = nullptr;
        const ColumnString::Chars * c1_const_chars = nullptr;
        ColumnString::Offset c0_const_size = 0;
        ColumnString::Offset c1_const_size = 0;

        if (c0_const)
        {
            const ColumnString * c0_const_string = checkAndGetColumn<ColumnString>(&c0_const->getDataColumn());
            const ColumnFixedString * c0_const_fixed_string = checkAndGetColumn<ColumnFixedString>(&c0_const->getDataColumn());

            if (c0_const_string)
            {
                c0_const_chars = &c0_const_string->getChars();
                c0_const_size = c0_const_string->getDataAt(0).size;
            }
            else if (c0_const_fixed_string)
            {
                c0_const_chars = &c0_const_fixed_string->getChars();
                c0_const_size = c0_const_fixed_string->getN();
            }
            else
                throw Exception(ErrorCodes::ILLEGAL_COLUMN, "Logical error: ColumnConst contains not String nor FixedString column");
        }

        if (c1_const)
        {
            const ColumnString * c1_const_string = checkAndGetColumn<ColumnString>(&c1_const->getDataColumn());
            const ColumnFixedString * c1_const_fixed_string = checkAndGetColumn<ColumnFixedString>(&c1_const->getDataColumn());

            if (c1_const_string)
            {
                c1_const_chars = &c1_const_string->getChars();
                c1_const_size = c1_const_string->getDataAt(0).size;
            }
            else if (c1_const_fixed_string)
            {
                c1_const_chars = &c1_const_fixed_string->getChars();
                c1_const_size = c1_const_fixed_string->getN();
            }
            else
                throw Exception(ErrorCodes::ILLEGAL_COLUMN, "Logical error: ColumnConst contains not String nor FixedString column");
        }

        using StringImpl = StringComparisonImpl<Op<int, int>>;

        if (c0_const && c1_const)
        {
            auto res = executeString(&c0_const->getDataColumn(), &c1_const->getDataColumn());
            if (!res)
                return nullptr;

            return ColumnConst::create(res, c0_const->size());
        }
        else
        {
            auto c_res = ColumnUInt8::create();
            ColumnUInt8::Container & vec_res = c_res->getData();
            vec_res.resize(c0->size());

            if (c0_string && c1_string)
                StringImpl::string_vector_string_vector(
                    c0_string->getChars(), c0_string->getOffsets(),
                    c1_string->getChars(), c1_string->getOffsets(),
                    c_res->getData());
            else if (c0_string && c1_fixed_string)
                StringImpl::string_vector_fixed_string_vector(
                    c0_string->getChars(), c0_string->getOffsets(),
                    c1_fixed_string->getChars(), c1_fixed_string->getN(),
                    c_res->getData());
            else if (c0_string && c1_const)
                StringImpl::string_vector_constant(
                    c0_string->getChars(), c0_string->getOffsets(),
                    *c1_const_chars, c1_const_size,
                    c_res->getData());
            else if (c0_fixed_string && c1_string)
                StringImpl::fixed_string_vector_string_vector(
                    c0_fixed_string->getChars(), c0_fixed_string->getN(),
                    c1_string->getChars(), c1_string->getOffsets(),
                    c_res->getData());
            else if (c0_fixed_string && c1_fixed_string)
                StringImpl::fixed_string_vector_fixed_string_vector(
                    c0_fixed_string->getChars(), c0_fixed_string->getN(),
                    c1_fixed_string->getChars(), c1_fixed_string->getN(),
                    c_res->getData());
            else if (c0_fixed_string && c1_const)
                StringImpl::fixed_string_vector_constant(
                    c0_fixed_string->getChars(), c0_fixed_string->getN(),
                    *c1_const_chars, c1_const_size,
                    c_res->getData());
            else if (c0_const && c1_string)
                StringImpl::constant_string_vector(
                    *c0_const_chars, c0_const_size,
                    c1_string->getChars(), c1_string->getOffsets(),
                    c_res->getData());
            else if (c0_const && c1_fixed_string)
                StringImpl::constant_fixed_string_vector(
                    *c0_const_chars, c0_const_size,
                    c1_fixed_string->getChars(), c1_fixed_string->getN(),
                    c_res->getData());
            else
                throw Exception(ErrorCodes::ILLEGAL_COLUMN, "Illegal columns {} and {} of arguments of function {}",
                    c0->getName(), c1->getName(), getName());

            return c_res;
        }
    }

    ColumnPtr executeWithConstString(
            const DataTypePtr & result_type, const IColumn * col_left_untyped, const IColumn * col_right_untyped,
            const DataTypePtr & left_type, const DataTypePtr & right_type, size_t input_rows_count) const
    {
        /// To compare something with const string, we cast constant to appropriate type and compare as usual.
        /// It is ok to throw exception if value is not convertible.
        /// We should deal with possible overflows, e.g. toUInt8(1) = '257' should return false.

        const ColumnConst * left_const = checkAndGetColumnConstStringOrFixedString(col_left_untyped);
        const ColumnConst * right_const = checkAndGetColumnConstStringOrFixedString(col_right_untyped);

        if (!left_const && !right_const)
            return nullptr;

        const IDataType * type_string = left_const ? left_type.get() : right_type.get();
        const DataTypePtr & type_to_compare = !left_const ? left_type : right_type;

        Field string_value = left_const ? left_const->getField() : right_const->getField();
        Field converted = convertFieldToType(string_value, *type_to_compare, type_string);

        /// If not possible to convert, comparison with =, <, >, <=, >= yields to false and comparison with != yields to true.
        if (converted.isNull())
        {
            return DataTypeUInt8().createColumnConst(input_rows_count, IsOperation<Op>::not_equals);
        }
        else
        {
            auto column_converted = type_to_compare->createColumnConst(input_rows_count, converted);

            ColumnsWithTypeAndName tmp_columns
            {
                { left_const ? column_converted : col_left_untyped->getPtr(), type_to_compare, "" },
                { !left_const ? column_converted : col_right_untyped->getPtr(), type_to_compare, "" },
            };

            return executeImpl(tmp_columns, result_type, input_rows_count);
        }
    }

    ColumnPtr executeTuple(
        const DataTypePtr & result_type, const ColumnWithTypeAndName & c0, const ColumnWithTypeAndName & c1,
        size_t input_rows_count) const
    {
        /** We will lexicographically compare the tuples. This is done as follows:
          * x == y : x1 == y1 && x2 == y2 ...
          * x != y : x1 != y1 || x2 != y2 ...
          *
          * x < y:   x1 < y1 || (x1 == y1 && (x2 < y2 || (x2 == y2 ... && xn < yn))
          * x > y:   x1 > y1 || (x1 == y1 && (x2 > y2 || (x2 == y2 ... && xn > yn))
          * x <= y:  x1 < y1 || (x1 == y1 && (x2 < y2 || (x2 == y2 ... && xn <= yn))
          *
          * Recursive form:
          * x <= y:  x1 < y1 || (x1 == y1 && x_tail <= y_tail)
          *
          * x >= y:  x1 > y1 || (x1 == y1 && (x2 > y2 || (x2 == y2 ... && xn >= yn))
          */

        const size_t tuple_size = typeid_cast<const DataTypeTuple &>(*c0.type).getElements().size();

        if (0 == tuple_size)
            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Comparison of zero-sized tuples is not implemented.");

        if (tuple_size != typeid_cast<const DataTypeTuple &>(*c1.type).getElements().size())
            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Cannot compare tuples of different sizes.");

        if (result_type->onlyNull())
            return result_type->createColumnConstWithDefaultValue(input_rows_count);

        ColumnsWithTypeAndName x(tuple_size);
        ColumnsWithTypeAndName y(tuple_size);

        const auto * x_const = checkAndGetColumnConst<ColumnTuple>(c0.column.get());
        const auto * y_const = checkAndGetColumnConst<ColumnTuple>(c1.column.get());

        Columns x_columns;
        Columns y_columns;

        if (x_const)
            x_columns = convertConstTupleToConstantElements(*x_const);
        else
            x_columns = assert_cast<const ColumnTuple &>(*c0.column).getColumnsCopy();

        if (y_const)
            y_columns = convertConstTupleToConstantElements(*y_const);
        else
            y_columns = assert_cast<const ColumnTuple &>(*c1.column).getColumnsCopy();

        for (size_t i = 0; i < tuple_size; ++i)
        {
            x[i].type = static_cast<const DataTypeTuple &>(*c0.type).getElements()[i];
            y[i].type = static_cast<const DataTypeTuple &>(*c1.type).getElements()[i];

            x[i].column = x_columns[i];
            y[i].column = y_columns[i];
        }

        return executeTupleImpl(x, y, tuple_size, input_rows_count);
    }

    ColumnPtr executeTupleImpl(const ColumnsWithTypeAndName & x,
                          const ColumnsWithTypeAndName & y, size_t tuple_size,
                          size_t input_rows_count) const;

    ColumnPtr executeTupleEqualityImpl(
            std::shared_ptr<IFunctionOverloadResolver> func_compare,
            std::shared_ptr<IFunctionOverloadResolver> func_convolution,
            const ColumnsWithTypeAndName & x,
            const ColumnsWithTypeAndName & y,
            size_t tuple_size,
            size_t input_rows_count) const
    {
        if (0 == tuple_size)
            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Comparison of zero-sized tuples is not implemented.");

        ColumnsWithTypeAndName convolution_columns(tuple_size);
        ColumnsWithTypeAndName tmp_columns(2);

        for (size_t i = 0; i < tuple_size; ++i)
        {
            tmp_columns[0] = x[i];
            tmp_columns[1] = y[i];

            auto impl = func_compare->build(tmp_columns);
            convolution_columns[i].type = impl->getResultType();

            /// Comparison of the elements.
            convolution_columns[i].column = impl->execute(tmp_columns, impl->getResultType(), input_rows_count);
        }

        if (tuple_size == 1)
        {
            /// Do not call AND for single-element tuple.
            return convolution_columns[0].column;
        }

        /// Logical convolution.
        auto impl = func_convolution->build(convolution_columns);
        return impl->execute(convolution_columns, impl->getResultType(), input_rows_count);
    }

    ColumnPtr executeTupleLessGreaterImpl(
            std::shared_ptr<IFunctionOverloadResolver> func_compare_head,
            std::shared_ptr<IFunctionOverloadResolver> func_compare_tail,
            std::shared_ptr<IFunctionOverloadResolver> func_and,
            std::shared_ptr<IFunctionOverloadResolver> func_or,
            std::shared_ptr<IFunctionOverloadResolver> func_equals,
            const ColumnsWithTypeAndName & x,
            const ColumnsWithTypeAndName & y,
            size_t tuple_size,
            size_t input_rows_count) const
    {
        ColumnsWithTypeAndName less_columns(tuple_size);
        ColumnsWithTypeAndName equal_columns(tuple_size - 1);
        ColumnsWithTypeAndName tmp_columns(2);

        /// Pairwise comparison of the inequality of all elements; on the equality of all elements except the last.
        /// (x[i], y[i], x[i] < y[i], x[i] == y[i])
        for (size_t i = 0; i < tuple_size; ++i)
        {
            tmp_columns[0] = x[i];
            tmp_columns[1] = y[i];

            if (i + 1 != tuple_size)
            {
                auto impl_head = func_compare_head->build(tmp_columns);
                less_columns[i].type = impl_head->getResultType();
                less_columns[i].column = impl_head->execute(tmp_columns, less_columns[i].type, input_rows_count);

                auto impl_equals = func_equals->build(tmp_columns);
                equal_columns[i].type = impl_equals->getResultType();
                equal_columns[i].column = impl_equals->execute(tmp_columns, equal_columns[i].type, input_rows_count);

            }
            else
            {
                auto impl_tail = func_compare_tail->build(tmp_columns);
                less_columns[i].type = impl_tail->getResultType();
                less_columns[i].column = impl_tail->execute(tmp_columns, less_columns[i].type, input_rows_count);
            }
        }

        /// Combination. Complex code - make a drawing. It can be replaced by a recursive comparison of tuples.
        /// Last column contains intermediate result.
        /// Code is generally equivalent to:
        ///   res = `x < y`[tuple_size - 1];
        ///   for (int i = tuple_size - 2; i >= 0; --i)
        ///       res = (res && `x == y`[i]) || `x < y`[i];
        size_t i = tuple_size - 1;
        tmp_columns[0] = less_columns[i];
        while (i > 0)
        {
            --i;

            tmp_columns[1] = equal_columns[i];
            auto func_and_adaptor = func_and->build(tmp_columns);

            tmp_columns[0].column = func_and_adaptor->execute(tmp_columns, func_and_adaptor->getResultType(), input_rows_count);
            tmp_columns[0].type = func_and_adaptor->getResultType();

            tmp_columns[1] = less_columns[i];
            auto func_or_adaptor = func_or->build(tmp_columns);

            tmp_columns[0].column = func_or_adaptor->execute(tmp_columns, func_or_adaptor->getResultType(), input_rows_count);
            tmp_columns[tmp_columns.size() - 1].type = func_or_adaptor->getResultType();
        }

        return tmp_columns[0].column;
    }

    ColumnPtr executeGenericIdenticalTypes(const IColumn * c0, const IColumn * c1) const
    {
        bool c0_const = isColumnConst(*c0);
        bool c1_const = isColumnConst(*c1);

        /// This is a paranoid check to protect from a broken query analysis.
        if (c0->isNullable() != c1->isNullable())
            throw Exception(ErrorCodes::LOGICAL_ERROR,
                "Logical error: columns are assumed to be of identical types, but they are different in Nullable");

        if (c0_const && c1_const)
        {
            UInt8 res = 0;
            GenericComparisonImpl<Op<int, int>>::constantConstant(*c0, *c1, res);
            return DataTypeUInt8().createColumnConst(c0->size(), toField(res));
        }
        else
        {
            auto c_res = ColumnUInt8::create();
            ColumnUInt8::Container & vec_res = c_res->getData();
            vec_res.resize(c0->size());

            if (c0_const)
                GenericComparisonImpl<Op<int, int>>::constantVector(*c0, *c1, vec_res);
            else if (c1_const)
                GenericComparisonImpl<Op<int, int>>::vectorConstant(*c0, *c1, vec_res);
            else
                GenericComparisonImpl<Op<int, int>>::vectorVector(*c0, *c1, vec_res);

            return c_res;
        }
    }

    ColumnPtr executeGeneric(const ColumnWithTypeAndName & c0, const ColumnWithTypeAndName & c1) const
    {
        DataTypePtr common_type = getLeastSupertype(DataTypes{c0.type, c1.type});

        ColumnPtr c0_converted = castColumn(c0, common_type);
        ColumnPtr c1_converted = castColumn(c1, common_type);

        return executeGenericIdenticalTypes(c0_converted.get(), c1_converted.get());
    }

public:
    String getName() const override
    {
        return name;
    }

    size_t getNumberOfArguments() const override { return 2; }

    bool isSuitableForShortCircuitArgumentsExecution(const DataTypesWithConstInfo & /*arguments*/) const override { return false; }

    /// Get result types by argument types. If the function does not apply to these arguments, throw an exception.
    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
    {
        WhichDataType left(arguments[0].get());
        WhichDataType right(arguments[1].get());

        const DataTypeTuple * left_tuple = checkAndGetDataType<DataTypeTuple>(arguments[0].get());
        const DataTypeTuple * right_tuple = checkAndGetDataType<DataTypeTuple>(arguments[1].get());

        bool both_represented_by_number = arguments[0]->isValueRepresentedByNumber() && arguments[1]->isValueRepresentedByNumber();
        bool has_date = left.isDateOrDate32() || right.isDateOrDate32();

        if (!((both_represented_by_number && !has_date)   /// Do not allow to compare date and number.
            || (left.isStringOrFixedString() || right.isStringOrFixedString())  /// Everything can be compared with string by conversion.
            /// You can compare the date, datetime, or datatime64 and an enumeration with a constant string.
            || ((left.isDate() || left.isDate32() || left.isDateTime() || left.isDateTime64()) && (right.isDate() || right.isDate32() || right.isDateTime() || right.isDateTime64()) && left.idx == right.idx) /// only date vs date, or datetime vs datetime
            || (left.isUUID() && right.isUUID())
            || (left.isIPv4() && right.isIPv4())
            || (left.isIPv6() && right.isIPv6())
            || (left.isEnum() && right.isEnum() && arguments[0]->getName() == arguments[1]->getName()) /// only equivalent enum type values can be compared against
            || (left_tuple && right_tuple && left_tuple->getElements().size() == right_tuple->getElements().size())
            || (arguments[0]->equals(*arguments[1]))))
        {
            if (!tryGetLeastSupertype(arguments))
                throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT, "Illegal types of arguments ({}, {})"
                    " of function {}", arguments[0]->getName(), arguments[1]->getName(), getName());
        }

        if (left_tuple && right_tuple)
        {
            auto func = FunctionToOverloadResolverAdaptor(FunctionComparison<Op, Name>::create(context));

            bool has_nullable = false;
            bool has_null = false;

            size_t size = left_tuple->getElements().size();
            for (size_t i = 0; i < size; ++i)
            {
                ColumnsWithTypeAndName args = {{nullptr, left_tuple->getElements()[i], ""},
                                               {nullptr, right_tuple->getElements()[i], ""}};
                auto element_type = func.build(args)->getResultType();
                has_nullable = has_nullable || element_type->isNullable();
                has_null = has_null || element_type->onlyNull();
            }

            /// If any element comparison is nullable, return type will also be nullable.
            /// We useDefaultImplementationForNulls, but it doesn't work for tuples.
            if (has_null)
                return std::make_shared<DataTypeNullable>(std::make_shared<DataTypeNothing>());
            if (has_nullable)
                return std::make_shared<DataTypeNullable>(std::make_shared<DataTypeUInt8>());
        }

        return std::make_shared<DataTypeUInt8>();
    }

    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
    {
        const auto & col_with_type_and_name_left = arguments[0];
        const auto & col_with_type_and_name_right = arguments[1];
        const IColumn * col_left_untyped = col_with_type_and_name_left.column.get();
        const IColumn * col_right_untyped = col_with_type_and_name_right.column.get();

        const DataTypePtr & left_type = col_with_type_and_name_left.type;
        const DataTypePtr & right_type = col_with_type_and_name_right.type;

        /// The case when arguments are the same (tautological comparison). Return constant.
        /// NOTE: Nullable types are special case.
        /// (BTW, this function use default implementation for Nullable, so Nullable types cannot be here. Check just in case.)
        if (left_type->equals(*right_type) &&
            !left_type->isNullable() &&
            !isTuple(left_type) &&
            !WhichDataType(left_type).isFloat() &&
            col_left_untyped == col_right_untyped)
        {
            ColumnPtr result_column;

            /// Always true: =, <=, >=
            if constexpr (IsOperation<Op>::equals
                || IsOperation<Op>::less_or_equals
                || IsOperation<Op>::greater_or_equals)
            {
                result_column = DataTypeUInt8().createColumnConst(input_rows_count, 1u);
            }
            else
            {
                result_column = DataTypeUInt8().createColumnConst(input_rows_count, 0u);
            }

            if (!isColumnConst(*col_left_untyped))
                result_column = result_column->convertToFullColumnIfConst();

            return result_column;
        }

        WhichDataType which_left{left_type};
        WhichDataType which_right{right_type};

        const bool left_is_num = col_left_untyped->isNumeric();
        const bool right_is_num = col_right_untyped->isNumeric();

        const bool left_is_string = which_left.isStringOrFixedString();
        const bool right_is_string = which_right.isStringOrFixedString();

        const bool left_is_float = which_left.isFloat();
        const bool right_is_float = which_right.isFloat();

        const bool left_is_ipv6 = which_left.isIPv6();
        const bool right_is_ipv6 = which_right.isIPv6();
        const bool left_is_fixed_string = which_left.isFixedString();
        const bool right_is_fixed_string = which_right.isFixedString();
        size_t fixed_string_size =
            left_is_fixed_string ?
                assert_cast<const DataTypeFixedString &>(*left_type).getN() :
                (right_is_fixed_string ? assert_cast<const DataTypeFixedString &>(*right_type).getN() : 0);

        bool date_and_datetime = (which_left.idx != which_right.idx) && (which_left.isDate() || which_left.isDate32() || which_left.isDateTime() || which_left.isDateTime64())
            && (which_right.isDate() || which_right.isDate32() || which_right.isDateTime() || which_right.isDateTime64());

        ColumnPtr res;
        if (left_is_num && right_is_num && !date_and_datetime)
        {
            if (!((res = executeNumLeftType<UInt8>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<UInt16>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<UInt32>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<UInt64>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<UInt128>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<UInt256>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<Int8>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<Int16>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<Int32>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<Int64>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<Int128>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<Int256>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<Float32>(col_left_untyped, col_right_untyped))
                || (res = executeNumLeftType<Float64>(col_left_untyped, col_right_untyped))))
                throw Exception(ErrorCodes::ILLEGAL_COLUMN, "Illegal column {} of first argument of function {}",
                    col_left_untyped->getName(), getName());

            return res;
        }
        else if (checkAndGetDataType<DataTypeTuple>(left_type.get())
            && checkAndGetDataType<DataTypeTuple>(right_type.get()))
        {
            return executeTuple(result_type, col_with_type_and_name_left, col_with_type_and_name_right, input_rows_count);
        }
        else if (left_is_string && right_is_string && (res = executeString(col_left_untyped, col_right_untyped)))
        {
            return res;
        }
        else if ((res = executeWithConstString(
                result_type, col_left_untyped, col_right_untyped,
                left_type, right_type,
                input_rows_count)))
        {
            return res;
        }
        else if (((left_is_ipv6 && right_is_fixed_string) || (right_is_ipv6 && left_is_fixed_string)) && fixed_string_size == IPV6_BINARY_LENGTH)
        {
            /// Special treatment for FixedString(16) as a binary representation of IPv6 -
            /// CAST is customized for this case
            ColumnPtr left_column = left_is_ipv6 ?
                col_with_type_and_name_left.column : castColumn(col_with_type_and_name_left, right_type);
            ColumnPtr right_column = right_is_ipv6 ?
                col_with_type_and_name_right.column : castColumn(col_with_type_and_name_right, left_type);

            return executeGenericIdenticalTypes(left_column.get(), right_column.get());
        }
        else if ((isColumnedAsDecimal(left_type) || isColumnedAsDecimal(right_type)))
        {
            // Comparing Date/Date32 and DateTime64 requires implicit conversion,
            if (date_and_datetime && (isDateOrDate32(left_type) || isDateOrDate32(right_type)))
            {
                DataTypePtr common_type = getLeastSupertype(DataTypes{left_type, right_type});
                ColumnPtr c0_converted = castColumn(col_with_type_and_name_left, common_type);
                ColumnPtr c1_converted = castColumn(col_with_type_and_name_right, common_type);
                return executeDecimal({c0_converted, common_type, "left"}, {c1_converted, common_type, "right"});
            }
            else
            {
                /// Check does another data type is comparable to Decimal, includes Int and Float.
                if (!allowDecimalComparison(left_type, right_type) && !date_and_datetime)
                    throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT, "No operation {} between {} and {}",
                        getName(), left_type->getName(), right_type->getName());
                /// When Decimal comparing to Float32/64, we convert both of them into Float64.
                /// Other systems like MySQL and Spark also do as this.
                if (left_is_float || right_is_float)
                {
                    const auto converted_type = std::make_shared<DataTypeFloat64>();
                    ColumnPtr c0_converted = castColumn(col_with_type_and_name_left, converted_type);
                    ColumnPtr c1_converted = castColumn(col_with_type_and_name_right, converted_type);

                    auto new_arguments
                        = ColumnsWithTypeAndName{{c0_converted, converted_type, "left"}, {c1_converted, converted_type, "right"}};
                    return executeImpl(new_arguments, result_type, input_rows_count);
                }
                return executeDecimal(col_with_type_and_name_left, col_with_type_and_name_right);
            }

        }
        else if (date_and_datetime)
        {
            DataTypePtr common_type = getLeastSupertype(DataTypes{left_type, right_type});
            ColumnPtr c0_converted = castColumn(col_with_type_and_name_left, common_type);
            ColumnPtr c1_converted = castColumn(col_with_type_and_name_right, common_type);
            if (!((res = executeNumLeftType<UInt32>(c0_converted.get(), c1_converted.get()))
                  || (res = executeNumLeftType<UInt64>(c0_converted.get(), c1_converted.get()))
                  || (res = executeNumLeftType<Int32>(c0_converted.get(), c1_converted.get()))
                  || (res = executeDecimal({c0_converted, common_type, "left"}, {c1_converted, common_type, "right"}))))
                throw Exception(ErrorCodes::LOGICAL_ERROR, "Date related common types can only be UInt32/UInt64/Int32/Decimal");
            return res;
        }
        else if (left_type->equals(*right_type))
        {
            return executeGenericIdenticalTypes(col_left_untyped, col_right_untyped);
        }
        else
        {
            return executeGeneric(col_with_type_and_name_left, col_with_type_and_name_right);
        }
    }
};

}