Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-11 Thread via GitHub


airborne12 merged PR #61179:
URL: https://github.com/apache/doris/pull/61179


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-11 Thread via GitHub


hello-stephen commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036953338

   # BE Regression && UT Coverage Report
   Increment line coverage `36.92% (223/604)` :tada:
   
   [Increment coverage 
report](http://coverage.selectdb-in.cc/coverage/61179_db9b5538e1674653981f8ef7ed511964a2f3adc1_merge/increment_report/index.html)
   [Complete coverage 
report](http://coverage.selectdb-in.cc/coverage/61179_db9b5538e1674653981f8ef7ed511964a2f3adc1_merge/report/index.html)
   | Category  | Coverage   |
   |---||
   | Function Coverage | 63.26% (23158/36610) |
   | Line Coverage | 46.50% (234836/505007) |
   | Region Coverage   | 43.33% (191627/442242) |
   | Branch Coverage   | 44.65% (82638/185060) |


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


hello-stephen commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036940123

   # BE Regression && UT Coverage Report
   Increment line coverage `36.92% (223/604)` :tada:
   
   [Increment coverage 
report](http://coverage.selectdb-in.cc/coverage/61179_db9b5538e1674653981f8ef7ed511964a2f3adc1_merge/increment_report/index.html)
   [Complete coverage 
report](http://coverage.selectdb-in.cc/coverage/61179_db9b5538e1674653981f8ef7ed511964a2f3adc1_merge/report/index.html)
   | Category  | Coverage   |
   |---||
   | Function Coverage | 63.26% (23159/36610) |
   | Line Coverage | 46.51% (234866/505007) |
   | Region Coverage   | 43.34% (191655/442242) |
   | Branch Coverage   | 44.67% (82670/185060) |


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


hello-stephen commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036919378

   # BE Regression && UT Coverage Report
   Increment line coverage `36.92% (223/604)` :tada:
   
   [Increment coverage 
report](http://coverage.selectdb-in.cc/coverage/61179_db9b5538e1674653981f8ef7ed511964a2f3adc1_merge/increment_report/index.html)
   [Complete coverage 
report](http://coverage.selectdb-in.cc/coverage/61179_db9b5538e1674653981f8ef7ed511964a2f3adc1_merge/report/index.html)
   | Category  | Coverage   |
   |---||
   | Function Coverage | 63.26% (23159/36610) |
   | Line Coverage | 46.51% (234866/505007) |
   | Region Coverage   | 43.34% (191655/442242) |
   | Branch Coverage   | 44.67% (82670/185060) |


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


hello-stephen commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036845728

   # BE Regression && UT Coverage Report
   Increment line coverage `36.92% (223/604)` :tada:
   
   [Increment coverage 
report](http://coverage.selectdb-in.cc/coverage/61179_db9b5538e1674653981f8ef7ed511964a2f3adc1_merge/increment_report/index.html)
   [Complete coverage 
report](http://coverage.selectdb-in.cc/coverage/61179_db9b5538e1674653981f8ef7ed511964a2f3adc1_merge/report/index.html)
   | Category  | Coverage   |
   |---||
   | Function Coverage | 57.12% (20911/36610) |
   | Line Coverage | 40.19% (202981/505007) |
   | Region Coverage   | 36.62% (161971/442242) |
   | Branch Coverage   | 37.48% (69368/185060) |


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


github-actions[bot] commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036782920

   PR approved by anyone and no changes requested.


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


github-actions[bot] commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036782760

   PR approved by at least one committer and no changes requested.


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


hello-stephen commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036612482

   # BE Regression && UT Coverage Report
   Increment line coverage `36.92% (223/604)` :tada:
   
   [Increment coverage 
report](http://coverage.selectdb-in.cc/coverage/61179_db9b5538e1674653981f8ef7ed511964a2f3adc1_merge/increment_report/index.html)
   [Complete coverage 
report](http://coverage.selectdb-in.cc/coverage/61179_db9b5538e1674653981f8ef7ed511964a2f3adc1_merge/report/index.html)
   | Category  | Coverage   |
   |---||
   | Function Coverage | 57.12% (20911/36610) |
   | Line Coverage | 40.19% (202981/505007) |
   | Region Coverage   | 36.62% (161971/442242) |
   | Branch Coverage   | 37.48% (69368/185060) |


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


hello-stephen commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036581599

   # BE UT Coverage Report
   Increment line coverage `32.95% (199/604)` :tada:
   
   [Increment coverage 
report](http://coverage.selectdb-in.cc/coverage/db9b5538e1674653981f8ef7ed511964a2f3adc1_db9b5538e1674653981f8ef7ed511964a2f3adc1/increment_report/index.html)
   [Complete coverage 
report](http://coverage.selectdb-in.cc/coverage/db9b5538e1674653981f8ef7ed511964a2f3adc1_db9b5538e1674653981f8ef7ed511964a2f3adc1/report/index.html)
   | Category  | Coverage   |
   |---||
   | Function Coverage | 52.58% (19658/37388) |
   | Line Coverage | 36.20% (183382/506548) |
   | Region Coverage   | 32.33% (141635/438094) |
   | Branch Coverage   | 33.47% (61746/184484) |


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


doris-robot commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036506668

   
   
   TPC-DS: Total hot run time: 153218 ms
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/tpcds-tools
   TPC-DS sf100 test result on commit db9b5538e1674653981f8ef7ed511964a2f3adc1, 
data reload: false
   
   query5   4328629 530 530
   query6   327 234 203 203
   query7   4201472 264 264
   query8   337 240 234 234
   query9   8702271526962696
   query10  496 370 346 346
   query11  7343588056265626
   query12  194 129 134 129
   query13  1259448 372 372
   query14  5743379235283528
   query14_12814277028252770
   query15  199 192 177 177
   query16  1018484 478 478
   query17  1105712 606 606
   query18  2445472 356 356
   query19  216 210 186 186
   query20  138 129 130 129
   query21  228 153 125 125
   query22  4809488049934880
   query23  15918   15563   15420   15420
   query23_115504   16318   15996   15996
   query24  7308167512701270
   query24_11290128512451245
   query25  611 537 467 467
   query26  1773292 180 180
   query27  2993510 303 303
   query28  4830193120631931
   query29  843 606 496 496
   query30  314 259 226 226
   query31  1357129412471247
   query32  85  65  71  65
   query33  506 326 289 289
   query34  922 919 568 568
   query35  620 665 589 589
   query36  11101135999 999
   query37  129 95  81  81
   query38  2983289728762876
   query39  933 868 856 856
   query39_1831 840 825 825
   query40  235 146 137 137
   query41  62  61  58  58
   query42  303 305 310 305
   query43  234 245 215 215
   query44  
   query45  198 184 204 184
   query46  877 977 600 600
   query47  2169216520872087
   query48  305 308 220 220
   query49  626 449 378 378
   query50  693 277 216 216
   query51  4078411140284028
   query52  293 291 282 282
   query53  286 344 280 280
   query54  292 260 270 260
   query55  89  90  82  82
   query56  308 330 298 298
   query57  1382138412851285
   query58  309 284 278 278
   query59  1302149212701270
   query60  336 325 319 319
   query61  149 169 145 145
   query62  613 586 538 538
   query63  312 275 272 272
   query64  49401276985 985
   query65  
   query66  1464472 348 348
   query67  16513   16501   16334   16334
   query68  
   query69  396 304 298 298
   query70  968 939 986 939
   query71  332 304 295 295
   query72  2798264524762476
   query73  536 534 320 320
   query74  9970993497979797
   query75  2842275224582458
   query76  23001023675 675
   query77  361 391 306 306
   query78  11252   11587   10758   10758
   query79  1153761 600 600
   query80  1425610 538 538
   query81  565 283 245 245
   query82  1005149 122 122
   query83  340 259 244 244
   query84  246 127 92  92
   query85  1206481 489 481
   query86  414 311 295 295
   query87  3210314930363036
   query88  3511264826402640
   query89  426 370 349 349
   query90  1876174 175 174
   query91  164 160 131 131
   query92  84  71  69  69
   query93  964 840 500 500
   query94  639 330 296 296
   query95  588 409 309 309
   query96  643 519 233 233
   query97  2482253124492449
   query98  234 226 215 215
   query99  10301002901 901
   Total cold run time: 234255 ms
   Total hot run time: 153218 ms
   ```
   
   


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


doris-robot commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036463502

   
   
   TPC-H: Total hot run time: 27639 ms
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
   Tpch sf100 test result on commit db9b5538e1674653981f8ef7ed511964a2f3adc1, 
data reload: false
   
   -- Round 1 --
   
   q1   17677   450543214321
   q2   q3  10651   791 507 507
   q4   4672362 256 256
   q5   7546118110141014
   q6   177 173 144 144
   q7   778 854 678 678
   q8   9285145412951295
   q9   4722475447294729
   q10  6260190316761676
   q11  489 241 240 240
   q12  708 573 471 471
   q13  18050   293621822182
   q14  240 231 224 224
   q15  938 815 811 811
   q16  777 730 677 677
   q17  711 855 428 428
   q18  6039536551845184
   q19  1257982 601 601
   q20  499 489 383 383
   q21  4689212415471547
   q22  395 339 271 271
   Total cold run time: 96560 ms
   Total hot run time: 27639 ms
   
   - Round 2, with runtime_filter_mode=off -
   
   q1   4737458645694569
   q2   q3  3845431638473847
   q4   868 1199804 804
   q5   4050441143194319
   q6   180 180 142 142
   q7   1762163416091609
   q8   2474272326362636
   q9   7557736973037303
   q10  3904402735893589
   q11  551 438 420 420
   q12  494 600 458 458
   q13  2742324123932393
   q14  289 287 280 280
   q15  921 920 916 916
   q16  738 776 715 715
   q17  1155150613581358
   q18  7163672465926592
   q19  873 869 878 869
   q20  2098213220712071
   q21  4104351233243324
   q22  474 423 377 377
   Total cold run time: 50979 ms
   Total hot run time: 48591 ms
   ```
   
   


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


Mryange commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4036280266

   run buildall


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


doris-robot commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4035808537

   
   
   TPC-DS: Total hot run time: 153062 ms
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/tpcds-tools
   TPC-DS sf100 test result on commit db9b5538e1674653981f8ef7ed511964a2f3adc1, 
data reload: false
   
   query5   4342626 487 487
   query6   337 228 203 203
   query7   4238472 268 268
   query8   332 243 234 234
   query9   8717270827302708
   query10  543 403 347 347
   query11  7494587556635663
   query12  192 126 127 126
   query13  1283478 380 380
   query14  6263383735493549
   query14_12814283728192819
   query15  206 191 177 177
   query16  991 409 476 409
   query17  1112718 644 644
   query18  2483452 361 361
   query19  239 220 189 189
   query20  149 133 130 130
   query21  227 145 130 130
   query22  4931487447264726
   query23  16439   16090   15871   15871
   query23_115899   15732   15668   15668
   query24  8032167913051305
   query24_11230125112661251
   query25  540 479 404 404
   query26  1243259 154 154
   query27  2785484 290 290
   query28  4483186818521852
   query29  837 562 475 475
   query30  308 248 208 208
   query31  1380128112291229
   query32  80  73  73  73
   query33  506 329 275 275
   query34  927 903 563 563
   query35  641 669 620 620
   query36  1061114310011001
   query37  130 95  80  80
   query38  3001290828332833
   query39  942 893 966 893
   query39_1824 822 819 819
   query40  226 159 134 134
   query41  63  60  58  58
   query42  308 308 306 306
   query43  245 250 217 217
   query44  
   query45  196 192 185 185
   query46  886 981 623 623
   query47  2136212920502050
   query48  328 313 238 238
   query49  626 455 382 382
   query50  687 283 219 219
   query51  4163402340584023
   query52  286 297 277 277
   query53  295 332 280 280
   query54  303 290 268 268
   query55  99  88  85  85
   query56  345 345 322 322
   query57  1369134712591259
   query58  298 297 286 286
   query59  1368141513271327
   query60  356 351 339 339
   query61  175 179 177 177
   query62  620 599 555 555
   query63  317 277 274 274
   query64  5141138010051005
   query65  
   query66  1461456 350 350
   query67  16429   16470   16248   16248
   query68  
   query69  406 308 276 276
   query70  998 946 903 903
   query71  338 299 294 294
   query72  2781269724742474
   query73  546 545 312 312
   query74  10014   988297679767
   query75  2853275724762476
   query76  22811023634 634
   query77  350 372 301 301
   query78  11265   11491   10720   10720
   query79  2462803 612 612
   query80  2008651 555 555
   query81  581 283 251 251
   query82  1005158 115 115
   query83  344 262 246 246
   query84  255 164 99  99
   query85  1181491 441 441
   query86  442 307 294 294
   query87  3196313430223022
   query88  3607267026702670
   query89  435 376 355 355
   query90  1895187 184 184
   query91  172 164 140 140
   query92  83  76  73  73
   query93  2152899 501 501
   query94  644 320 305 305
   query95  600 349 329 329
   query96  636 538 236 236
   query97  2492248124292429
   query98  233 219 219 219
   query99  1018996 917 917
   Total cold run time: 238256 ms
   Total hot run time: 153062 ms
   ```
   
   


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


doris-robot commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4035777681

   
   
   TPC-H: Total hot run time: 27747 ms
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
   Tpch sf100 test result on commit db9b5538e1674653981f8ef7ed511964a2f3adc1, 
data reload: false
   
   -- Round 1 --
   
   q1   17671   444942814281
   q2   q3  10645   789 511 511
   q4   4667381 265 265
   q5   75691202998 998
   q6   173 174 144 144
   q7   782 830 705 705
   q8   9298146013541354
   q9   4799471247064706
   q10  6240189916411641
   q11  464 263 244 244
   q12  718 580 482 482
   q13  18047   291221962196
   q14  230 227 204 204
   q15  922 795 800 795
   q16  756 745 689 689
   q17  692 872 384 384
   q18  5870535453105310
   q19  1235993 616 616
   q20  505 517 383 383
   q21  4666205215531553
   q22  382 352 286 286
   Total cold run time: 96331 ms
   Total hot run time: 27747 ms
   
   - Round 2, with runtime_filter_mode=off -
   
   q1   4749463345124512
   q2   q3  3845431838053805
   q4   897 1216793 793
   q5   4015436343054305
   q6   187 177 139 139
   q7   1777165315581558
   q8   2476280426782678
   q9   7697742374027402
   q10  3765392736413641
   q11  504 433 416 416
   q12  508 600 436 436
   q13  2763309323082308
   q14  294 293 279 279
   q15  873 818 842 818
   q16  749 861 711 711
   q17  1151144913751375
   q18  7148687465856585
   q19  986 913 935 913
   q20  2065218420172017
   q21  3984341434183414
   q22  502 474 381 381
   Total cold run time: 50935 ms
   Total hot run time: 48486 ms
   ```
   
   


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


Mryange commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4035688211

   run buildall


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


doris-robot commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4030461224

   
   
   TPC-DS: Total hot run time: 152925 ms
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/tpcds-tools
   TPC-DS sf100 test result on commit db9b5538e1674653981f8ef7ed511964a2f3adc1, 
data reload: false
   
   query5   4314658 500 500
   query6   327 241 224 224
   query7   4218467 266 266
   query8   362 260 242 242
   query9   8764276127512751
   query10  531 394 352 352
   query11  7432590856715671
   query12  183 130 131 130
   query13  1272471 368 368
   query14  5530375636113611
   query14_12870288027902790
   query15  205 198 176 176
   query16  1002478 455 455
   query17  1123732 630 630
   query18  2451454 351 351
   query19  221 213 182 182
   query20  134 128 132 128
   query21  229 150 125 125
   query22  4766475247184718
   query23  16696   16048   15716   15716
   query23_115902   15745   15877   15745
   query24  8045167212341234
   query24_11234124112601241
   query25  575 537 393 393
   query26  1235260 147 147
   query27  2783465 281 281
   query28  4522187218611861
   query29  907 564 469 469
   query30  310 259 210 210
   query31  1365127812181218
   query32  89  76  73  73
   query33  511 324 282 282
   query34  949 909 572 572
   query35  638 681 598 598
   query36  10971134958 958
   query37  138 93  88  88
   query38  2959291028962896
   query39  892 903 856 856
   query39_1825 821 833 821
   query40  233 158 137 137
   query41  64  62  101 62
   query42  294 303 303 303
   query43  245 245 219 219
   query44  
   query45  206 192 190 190
   query46  882 985 604 604
   query47  2120212820792079
   query48  311 320 233 233
   query49  621 455 367 367
   query50  679 291 208 208
   query51  4071414940334033
   query52  282 291 283 283
   query53  290 333 280 280
   query54  289 268 262 262
   query55  93  90  88  88
   query56  313 322 308 308
   query57  1362132212681268
   query58  291 288 281 281
   query59  1331147612021202
   query60  329 333 325 325
   query61  150 148 146 146
   query62  613 576 539 539
   query63  311 278 283 278
   query64  51911254995 995
   query65  
   query66  1470464 349 349
   query67  16404   16389   16573   16389
   query68  
   query69  384 315 302 302
   query70  1007998 956 956
   query71  342 312 310 310
   query72  2765263924392439
   query73  532 553 316 316
   query74  9970996097979797
   query75  2885274024822482
   query76  22831036664 664
   query77  362 380 300 300
   query78  11209   11286   10647   10647
   query79  1149788 589 589
   query80  1333624 532 532
   query81  573 274 247 247
   query82  990 155 117 117
   query83  325 258 252 252
   query84  254 115 105 105
   query85  907 470 437 437
   query86  418 311 289 289
   query87  3196309730063006
   query88  3527266626662666
   query89  430 375 354 354
   query90  2053180 176 176
   query91  166 156 145 145
   query92  73  72  70  70
   query93  957 843 507 507
   query94  637 324 298 298
   query95  595 402 326 326
   query96  641 520 229 229
   query97  2470246624452445
   query98  230 220 220 220
   query99  985 993 898 898
   Total cold run time: 234818 ms
   Total hot run time: 152925 ms
   ```
   
   


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


doris-robot commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4030383036

   
   
   TPC-H: Total hot run time: 27912 ms
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
   Tpch sf100 test result on commit db9b5538e1674653981f8ef7ed511964a2f3adc1, 
data reload: false
   
   -- Round 1 --
   
   q1   17602   442743014301
   q2   q3  10637   815 518 518
   q4   4690381 265 265
   q5   7552121710111011
   q6   184 176 151 151
   q7   792 842 687 687
   q8   9308151813911391
   q9   4881480547344734
   q10  6251191516621662
   q11  457 276 245 245
   q12  717 585 469 469
   q13  18042   295221822182
   q14  246 228 217 217
   q15  925 811 793 793
   q16  768 733 678 678
   q17  702 871 430 430
   q18  5950541352795279
   q19  1249999 635 635
   q20  497 492 384 384
   q21  4678226116111611
   q22  423 323 269 269
   Total cold run time: 96551 ms
   Total hot run time: 27912 ms
   
   - Round 2, with runtime_filter_mode=off -
   
   q1   4655454945234523
   q2   q3  3882431338303830
   q4   895 1211827 827
   q5   4057430843734308
   q6   185 174 147 147
   q7   1773165316021602
   q8   2487273627122712
   q9   7578742374427423
   q10  3776400536283628
   q11  518 442 418 418
   q12  528 621 457 457
   q13  2754321523562356
   q14  298 290 303 290
   q15  888 788 787 787
   q16  716 760 695 695
   q17  1136148813371337
   q18  7211672866896689
   q19  1000910 925 910
   q20  2086226320452045
   q21  3932350434043404
   q22  457 444 392 392
   Total cold run time: 50812 ms
   Total hot run time: 48780 ms
   ```
   
   


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


Mryange commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4030144536

   run buildall


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


Mryange commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4029711764

   run buildall


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Re: [PR] [env](compiler) Reduce the compilation time of aggregate functions. [doris]

2026-03-10 Thread via GitHub


Thearas commented on PR #61179:
URL: https://github.com/apache/doris/pull/61179#issuecomment-4029699643

   
   Thank you for your contribution to Apache Doris.
   Don't know what should be done next? See [How to process your 
PR](https://cwiki.apache.org/confluence/display/DORIS/How+to+process+your+PR).
   
   Please clearly describe your PR:
   1. What problem was fixed (it's best to include specific error reporting 
information). How it was fixed.
   2. Which behaviors were modified. What was the previous behavior, what is it 
now, why was it modified, and what possible impacts might there be.
   3. What features were added. Why was this function added?
   4. Which code was refactored and why was this part of the code refactored?
   5. Which functions were optimized and what is the difference before and 
after the optimization?
   


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