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Posted to commits@doris.apache.org by "zclllyybb (via GitHub)" <gi...@apache.org> on 2026/01/14 06:58:13 UTC

[PR] [Opt](function) Optimize like function for non-literal modes [doris]

zclllyybb opened a new pull request, #59866:
URL: https://github.com/apache/doris/pull/59866

   ### What problem does this PR solve?
   
   Issue Number: close #xxx
   
   Related PR: #xxx
   
   Problem Summary:
   
   ### Release note
   
   None
   
   ### Check List (For Author)
   
   - Test <!-- At least one of them must be included. -->
       - [ ] Regression test
       - [ ] Unit Test
       - [ ] Manual test (add detailed scripts or steps below)
       - [x] No need to test or manual test. Explain why:
           - [ ] This is a refactor/code format and no logic has been changed.
           - [x] Previous test can cover this change.
           - [ ] No code files have been changed.
           - [ ] Other reason <!-- Add your reason?  -->
   
   - Behavior changed:
       - [x] No.
       - [ ] Yes. <!-- Explain the behavior change -->
   
   - Does this need documentation?
       - [x] No.
       - [ ] Yes. <!-- Add document PR link here. eg: https://github.com/apache/doris-website/pull/1214 -->
   
   ### Check List (For Reviewer who merge this PR)
   
   - [ ] Confirm the release note
   - [ ] Confirm test cases
   - [ ] Confirm document
   - [ ] Add branch pick label <!-- Add branch pick label that this PR should merge into -->
   
   


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "zclllyybb (via GitHub)" <gi...@apache.org>.
zclllyybb commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3754303761

   run p0


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "zclllyybb (via GitHub)" <gi...@apache.org>.
zclllyybb commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3748092960

   run buildall


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "zclllyybb (via GitHub)" <gi...@apache.org>.
zclllyybb commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3754307167

   run vault_p0


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3752532881

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


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3750000444

   
   <details>
   <summary>ClickBench: <b>Total hot run time: 26.92 s</b></summary>
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/clickbench-tools
   ClickBench test result on commit 70d2bfa21e948b54c6ace9d8a2e5a1da5c8e1d61, data reload: false
   
   query1	0.06	0.05	0.05
   query2	0.10	0.05	0.05
   query3	0.25	0.08	0.08
   query4	1.61	0.11	0.11
   query5	0.27	0.26	0.25
   query6	1.14	0.67	0.64
   query7	0.03	0.03	0.02
   query8	0.05	0.04	0.04
   query9	0.57	0.50	0.48
   query10	0.56	0.54	0.54
   query11	0.15	0.10	0.09
   query12	0.14	0.10	0.11
   query13	0.60	0.60	0.59
   query14	0.97	0.96	0.95
   query15	0.80	0.77	0.79
   query16	0.39	0.40	0.38
   query17	1.06	1.09	1.07
   query18	0.23	0.22	0.22
   query19	1.96	1.82	1.78
   query20	0.02	0.02	0.01
   query21	15.47	0.30	0.14
   query22	5.08	0.05	0.05
   query23	15.97	0.28	0.11
   query24	2.40	0.44	0.31
   query25	0.06	0.09	0.09
   query26	0.14	0.13	0.14
   query27	0.09	0.08	0.06
   query28	3.38	1.08	0.90
   query29	12.51	3.95	3.20
   query30	0.28	0.14	0.12
   query31	2.82	0.65	0.39
   query32	3.25	0.57	0.46
   query33	3.02	3.02	3.11
   query34	16.34	5.13	4.43
   query35	4.42	4.45	4.44
   query36	0.65	0.50	0.48
   query37	0.11	0.06	0.06
   query38	0.07	0.05	0.04
   query39	0.05	0.03	0.03
   query40	0.17	0.14	0.14
   query41	0.09	0.04	0.03
   query42	0.05	0.03	0.03
   query43	0.05	0.04	0.04
   Total cold run time: 97.43 s
   Total hot run time: 26.92 s
   ```
   </details>
   


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3748273156

   
   <details>
   <summary>TPC-H: <b>Total hot run time: 31344 ms</b></summary>
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
   Tpch sf100 test result on commit 002661616f144bba38a44d83a6ccf970490d8a01, data reload: false
   
   ------ Round 1 ----------------------------------
   q1	17624	4347	4083	4083
   q2	2077	344	237	237
   q3	10176	1263	713	713
   q4	10204	821	305	305
   q5	7518	2066	1787	1787
   q6	193	174	141	141
   q7	920	770	648	648
   q8	9274	1371	1121	1121
   q9	4980	4655	4531	4531
   q10	6801	1810	1404	1404
   q11	521	311	277	277
   q12	702	773	616	616
   q13	17786	3805	3100	3100
   q14	285	294	282	282
   q15	589	526	502	502
   q16	703	670	641	641
   q17	640	760	534	534
   q18	6620	6513	6391	6391
   q19	1107	960	612	612
   q20	392	360	241	241
   q21	3007	2388	2215	2215
   q22	1024	1006	963	963
   Total cold run time: 103143 ms
   Total hot run time: 31344 ms
   
   ----- Round 2, with runtime_filter_mode=off -----
   q1	4087	4025	4006	4006
   q2	334	398	327	327
   q3	2090	2593	2221	2221
   q4	1338	1738	1329	1329
   q5	4074	3979	4061	3979
   q6	207	169	125	125
   q7	1868	1828	1725	1725
   q8	2833	2478	2496	2478
   q9	7361	7261	7199	7199
   q10	2501	2697	2317	2317
   q11	557	476	473	473
   q12	720	775	679	679
   q13	3690	4062	3453	3453
   q14	288	308	271	271
   q15	547	517	497	497
   q16	628	690	658	658
   q17	1249	1370	1385	1370
   q18	8149	7871	7536	7536
   q19	840	848	878	848
   q20	1984	2042	1981	1981
   q21	4726	4142	4085	4085
   q22	1081	1033	973	973
   Total cold run time: 51152 ms
   Total hot run time: 48530 ms
   ```
   </details>
   


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3749976673

   
   <details>
   <summary>TPC-DS: <b>Total hot run time: 173885 ms</b></summary>
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/tpcds-tools
   TPC-DS sf100 test result on commit 70d2bfa21e948b54c6ace9d8a2e5a1da5c8e1d61, data reload: false
   
   query5	4545	623	497	497
   query6	339	224	204	204
   query7	4220	454	265	265
   query8	360	248	227	227
   query9	8713	2910	2876	2876
   query10	485	376	322	322
   query11	15077	15331	15016	15016
   query12	172	112	114	112
   query13	1255	477	386	386
   query14	6410	3004	2719	2719
   query14_1	2683	2671	2713	2671
   query15	199	198	178	178
   query16	984	488	480	480
   query17	1116	694	583	583
   query18	2556	447	347	347
   query19	236	223	199	199
   query20	123	116	116	116
   query21	217	141	117	117
   query22	3974	4125	4105	4105
   query23	16078	15802	15545	15545
   query23_1	15804	15455	15691	15455
   query24	7117	1538	1158	1158
   query24_1	1175	1166	1191	1166
   query25	562	475	420	420
   query26	1246	272	150	150
   query27	2752	451	275	275
   query28	4563	2129	2125	2125
   query29	827	516	429	429
   query30	315	239	204	204
   query31	781	620	553	553
   query32	82	74	72	72
   query33	513	354	299	299
   query34	944	884	509	509
   query35	717	790	685	685
   query36	876	914	814	814
   query37	132	95	82	82
   query38	2672	2660	2610	2610
   query39	770	752	732	732
   query39_1	708	733	709	709
   query40	218	135	118	118
   query41	69	63	63	63
   query42	102	99	100	99
   query43	431	461	422	422
   query44	1303	727	744	727
   query45	187	182	173	173
   query46	829	953	558	558
   query47	1377	1467	1380	1380
   query48	318	316	243	243
   query49	599	430	340	340
   query50	611	267	201	201
   query51	3791	3715	3747	3715
   query52	105	110	97	97
   query53	295	321	272	272
   query54	285	262	266	262
   query55	78	84	77	77
   query56	306	302	304	302
   query57	1020	1072	972	972
   query58	263	256	247	247
   query59	2069	2132	2060	2060
   query60	339	342	332	332
   query61	166	163	159	159
   query62	414	354	303	303
   query63	293	258	266	258
   query64	4962	1280	985	985
   query65	3846	3817	3733	3733
   query66	1432	417	317	317
   query67	15295	16072	14726	14726
   query68	4806	997	729	729
   query69	520	361	324	324
   query70	1013	956	936	936
   query71	338	307	288	288
   query72	5752	3336	3637	3336
   query73	768	726	307	307
   query74	8777	8785	8619	8619
   query75	2801	2829	2453	2453
   query76	3490	1073	647	647
   query77	518	374	301	301
   query78	9760	9867	9221	9221
   query79	1583	886	578	578
   query80	671	582	509	509
   query81	523	271	227	227
   query82	223	145	111	111
   query83	266	261	249	249
   query84	259	115	99	99
   query85	903	520	453	453
   query86	337	293	279	279
   query87	2900	2847	2783	2783
   query88	3475	2582	2558	2558
   query89	380	355	335	335
   query90	2026	171	167	167
   query91	174	168	149	149
   query92	75	71	73	71
   query93	1039	911	523	523
   query94	573	327	303	303
   query95	594	330	373	330
   query96	651	517	227	227
   query97	2429	2396	2319	2319
   query98	221	201	197	197
   query99	590	585	504	504
   Total cold run time: 250615 ms
   Total hot run time: 173885 ms
   ```
   </details>
   


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "zclllyybb (via GitHub)" <gi...@apache.org>.
zclllyybb commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3754710822

   run cloud_p0


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3753723494

   # BE UT Coverage Report
   Increment line coverage `98.98% (97/98)` :tada:
   
   [Increment coverage report](http://coverage.selectdb-in.cc/coverage/70d2bfa21e948b54c6ace9d8a2e5a1da5c8e1d61_70d2bfa21e948b54c6ace9d8a2e5a1da5c8e1d61/increment_report/index.html)
   [Complete coverage report](http://coverage.selectdb-in.cc/coverage/70d2bfa21e948b54c6ace9d8a2e5a1da5c8e1d61_70d2bfa21e948b54c6ace9d8a2e5a1da5c8e1d61/report/index.html)
   | Category          | Coverage           |
   |-------------------|--------------------|
   | Function Coverage | 52.98% (18989/35842) |
   | Line Coverage     | 39.03% (175957/450871) |
   | Region Coverage   | 33.62% (136318/405460) |
   | Branch Coverage   | 34.67% (58952/170058) |


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "zclllyybb (via GitHub)" <gi...@apache.org>.
zclllyybb merged PR #59866:
URL: https://github.com/apache/doris/pull/59866


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3749925860

   
   <details>
   <summary>TPC-H: <b>Total hot run time: 32201 ms</b></summary>
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
   Tpch sf100 test result on commit 70d2bfa21e948b54c6ace9d8a2e5a1da5c8e1d61, data reload: false
   
   ------ Round 1 ----------------------------------
   q1	17601	4184	4046	4046
   q2	2106	370	283	283
   q3	10051	1254	742	742
   q4	10218	851	306	306
   q5	7882	2067	1862	1862
   q6	225	169	139	139
   q7	918	806	663	663
   q8	9270	1391	1126	1126
   q9	5095	4717	4630	4630
   q10	6819	1792	1414	1414
   q11	540	307	289	289
   q12	731	734	582	582
   q13	17792	3826	3119	3119
   q14	299	296	274	274
   q15	592	520	502	502
   q16	719	673	645	645
   q17	662	792	511	511
   q18	6608	6597	7130	6597
   q19	1590	1063	647	647
   q20	414	384	254	254
   q21	3299	2552	2636	2552
   q22	1148	1133	1018	1018
   Total cold run time: 104579 ms
   Total hot run time: 32201 ms
   
   ----- Round 2, with runtime_filter_mode=off -----
   q1	4546	4299	4267	4267
   q2	332	441	326	326
   q3	2384	2695	2439	2439
   q4	1475	1836	1471	1471
   q5	4486	4501	4362	4362
   q6	215	171	125	125
   q7	1989	2003	1795	1795
   q8	2671	2370	2359	2359
   q9	7255	7261	7167	7167
   q10	2525	2841	2214	2214
   q11	526	465	447	447
   q12	705	791	637	637
   q13	3551	3884	3081	3081
   q14	279	277	263	263
   q15	518	476	474	474
   q16	622	653	603	603
   q17	1075	1302	1295	1295
   q18	7485	7396	7282	7282
   q19	831	773	804	773
   q20	1884	1983	1859	1859
   q21	4449	4278	4009	4009
   q22	1043	1020	994	994
   Total cold run time: 50846 ms
   Total hot run time: 48242 ms
   ```
   </details>
   


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "Thearas (via GitHub)" <gi...@apache.org>.
Thearas commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3748089378

   
   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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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "zclllyybb (via GitHub)" <gi...@apache.org>.
zclllyybb commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3754303999

   run external


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "hello-stephen (via GitHub)" <gi...@apache.org>.
hello-stephen commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3755474443

   # BE Regression && UT Coverage Report
   Increment line coverage `98.98% (97/98)` :tada:
   
   [Increment coverage report](http://coverage.selectdb-in.cc/coverage/59866_70d2bfa21e948b54c6ace9d8a2e5a1da5c8e1d61_merge/increment_report/index.html)
   [Complete coverage report](http://coverage.selectdb-in.cc/coverage/59866_70d2bfa21e948b54c6ace9d8a2e5a1da5c8e1d61_merge/report/index.html)
   | Category          | Coverage           |
   |-------------------|--------------------|
   | Function Coverage | 72.20% (25354/35117) |
   | Line Coverage     | 59.01% (265667/450213) |
   | Region Coverage   | 53.90% (220948/409887) |
   | Branch Coverage   | 55.52% (94837/170806) |


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3748309077

   
   <details>
   <summary>TPC-DS: <b>Total hot run time: 172554 ms</b></summary>
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/tpcds-tools
   TPC-DS sf100 test result on commit 002661616f144bba38a44d83a6ccf970490d8a01, data reload: false
   
   query5	4428	615	486	486
   query6	349	221	210	210
   query7	4224	447	243	243
   query8	342	260	241	241
   query9	8679	2841	2847	2841
   query10	498	400	319	319
   query11	15323	15299	14993	14993
   query12	175	115	114	114
   query13	1262	506	392	392
   query14	6077	3037	2709	2709
   query14_1	2620	2638	2660	2638
   query15	201	190	178	178
   query16	972	497	474	474
   query17	1109	687	586	586
   query18	2463	437	343	343
   query19	233	227	200	200
   query20	130	116	114	114
   query21	227	140	119	119
   query22	4017	3889	4001	3889
   query23	16059	15635	15331	15331
   query23_1	15440	15390	15340	15340
   query24	7202	1532	1131	1131
   query24_1	1177	1148	1138	1138
   query25	553	474	419	419
   query26	1226	265	171	171
   query27	2762	433	268	268
   query28	4593	2164	2175	2164
   query29	780	552	444	444
   query30	309	244	214	214
   query31	800	643	561	561
   query32	88	75	81	75
   query33	530	370	312	312
   query34	892	871	525	525
   query35	731	758	727	727
   query36	895	920	854	854
   query37	122	89	84	84
   query38	2753	2769	2658	2658
   query39	783	742	732	732
   query39_1	705	713	712	712
   query40	218	132	119	119
   query41	66	63	60	60
   query42	107	101	102	101
   query43	423	443	348	348
   query44	1286	733	721	721
   query45	189	179	178	178
   query46	832	939	562	562
   query47	1457	1456	1342	1342
   query48	295	308	224	224
   query49	606	468	338	338
   query50	595	269	205	205
   query51	3756	3726	3785	3726
   query52	105	103	93	93
   query53	281	315	264	264
   query54	281	262	249	249
   query55	80	81	73	73
   query56	308	318	313	313
   query57	1027	1004	921	921
   query58	271	260	253	253
   query59	2088	2101	2078	2078
   query60	345	322	317	317
   query61	196	162	161	161
   query62	397	348	338	338
   query63	300	260	262	260
   query64	4910	1312	988	988
   query65	3738	3690	3756	3690
   query66	1452	434	325	325
   query67	14994	15693	15062	15062
   query68	6745	1026	691	691
   query69	507	364	314	314
   query70	1064	949	868	868
   query71	363	295	295	295
   query72	5827	3347	3392	3347
   query73	789	726	314	314
   query74	8778	8754	8514	8514
   query75	2777	2791	2432	2432
   query76	3406	1054	642	642
   query77	537	375	336	336
   query78	9546	9638	9153	9153
   query79	1699	833	563	563
   query80	612	573	485	485
   query81	520	264	231	231
   query82	499	149	113	113
   query83	265	259	241	241
   query84	261	107	96	96
   query85	948	513	456	456
   query86	398	299	270	270
   query87	2913	2858	2750	2750
   query88	4180	2107	2108	2107
   query89	381	340	319	319
   query90	2118	173	149	149
   query91	171	164	140	140
   query92	89	76	71	71
   query93	1683	909	520	520
   query94	587	292	303	292
   query95	586	334	377	334
   query96	546	473	203	203
   query97	2346	2408	2289	2289
   query98	215	205	198	198
   query99	622	613	532	532
   Total cold run time: 253309 ms
   Total hot run time: 172554 ms
   ```
   </details>
   


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "zclllyybb (via GitHub)" <gi...@apache.org>.
zclllyybb commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3749761787

   run buildall


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3752533067

   PR approved by anyone and no changes requested.


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "zclllyybb (via GitHub)" <gi...@apache.org>.
zclllyybb commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3753038806

   run beut


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Re: [PR] [Opt](function) Optimize like function for non-literal modes [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #59866:
URL: https://github.com/apache/doris/pull/59866#issuecomment-3748326307

   
   <details>
   <summary>ClickBench: <b>Total hot run time: 26.62 s</b></summary>
   
   ```
   machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   scripts: https://github.com/apache/doris/tree/master/tools/clickbench-tools
   ClickBench test result on commit 002661616f144bba38a44d83a6ccf970490d8a01, data reload: false
   
   query1	0.05	0.05	0.04
   query2	0.10	0.05	0.04
   query3	0.26	0.09	0.09
   query4	1.61	0.11	0.11
   query5	0.28	0.25	0.26
   query6	1.14	0.66	0.64
   query7	0.04	0.03	0.02
   query8	0.06	0.04	0.04
   query9	0.57	0.51	0.51
   query10	0.54	0.55	0.56
   query11	0.14	0.09	0.10
   query12	0.15	0.10	0.11
   query13	0.60	0.59	0.59
   query14	0.95	0.95	0.96
   query15	0.79	0.78	0.78
   query16	0.39	0.39	0.40
   query17	1.05	1.01	1.06
   query18	0.23	0.21	0.21
   query19	1.95	1.77	1.86
   query20	0.02	0.01	0.01
   query21	15.47	0.27	0.14
   query22	5.16	0.04	0.04
   query23	15.75	0.30	0.10
   query24	1.66	0.36	0.62
   query25	0.11	0.06	0.08
   query26	0.14	0.13	0.14
   query27	0.09	0.05	0.06
   query28	4.72	1.07	0.88
   query29	12.52	3.88	3.13
   query30	0.28	0.13	0.12
   query31	2.81	0.62	0.40
   query32	3.24	0.56	0.45
   query33	2.97	3.09	2.97
   query34	16.16	5.10	4.37
   query35	4.38	4.42	4.56
   query36	0.64	0.50	0.47
   query37	0.11	0.07	0.06
   query38	0.07	0.04	0.04
   query39	0.04	0.03	0.02
   query40	0.16	0.14	0.13
   query41	0.09	0.04	0.03
   query42	0.04	0.03	0.03
   query43	0.05	0.04	0.03
   Total cold run time: 97.58 s
   Total hot run time: 26.62 s
   ```
   </details>
   


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