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[improvement](memory) Storage page cache use LRU-K cache, K=2 #45719

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[improvement](memory) Storage page cache use LRU-K cache, K=2 #45719

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xinyiZzz
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@xinyiZzz xinyiZzz commented Dec 20, 2024 •
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What problem does this PR solve?

Storage page cache uses plain LRU Cache, occasional batch operations can cause "cache pollution" in plain LRU Cache. This will cause hotspot data to be squeezed out of the cache by non-hotspot data, reduce cache hit rate.

In extreme cases, if the number of pages inserted each time is greater than the cache capacity, the cache hit rate will be 0.

Introducing LRU-K Cache avoids "cache pollution" in most cases.

Last submitted #28794
Similar PR: #23546

Performance test on branch-2.1:
1-FE, 3-BE (32 Core, 128GB Memory) Doris cluster
ssb_sf_1000 all query cost: 18.85s -> 14.44s, 23% improvement
ssb_flat_1000 all query cost: 12.21s -> 8.54s, 30% improvement, cache hit rate 1% -> 40%

Check List (For Author)

  • Test

    • Regression test
    • Unit Test
    • Manual test (add detailed scripts or steps below)
    • No need to test or manual test. Explain why:
      • This is a refactor/code format and no logic has been changed.
      • Previous test can cover this change.
      • No code files have been changed.
      • Other reason

  • Behavior changed:

    • No.
    • Yes.

  • Does this need documentation?

    • No.
    • Yes.

Check List (For Reviewer who merge this PR)

  • Confirm the release note
  • Confirm test cases
  • Confirm document
  • Add branch pick label

@Thearas
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Thearas commented Dec 20, 2024

Thank you for your contribution to Apache Doris.
Don't know what should be done next? See 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?

@xinyiZzz
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run buildall

@doris-robot
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TPC-H: Total hot run time: 32708 ms 
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
Tpch sf100 test result on commit 75d08745f4878347c0b6e1db847aafa924114954, data reload: false

------ Round 1 ----------------------------------
q1	17595	6192	6025	6025
q2	2045	312	173	173
q3	10405	1240	769	769
q4	10205	874	426	426
q5	7582	2201	1960	1960
q6	204	180	149	149
q7	924	747	598	598
q8	9253	1361	1216	1216
q9	5245	4987	4944	4944
q10	6753	2289	1871	1871
q11	474	286	254	254
q12	345	357	213	213
q13	17756	3547	2998	2998
q14	233	225	211	211
q15	564	504	507	504
q16	623	626	578	578
q17	584	858	336	336
q18	7070	6458	6471	6458
q19	2020	973	534	534
q20	314	322	182	182
q21	2896	2212	1998	1998
q22	367	337	311	311
Total cold run time: 103457 ms
Total hot run time: 32708 ms

----- Round 2, with runtime_filter_mode=off -----
q1	6271	6191	6213	6191
q2	232	324	230	230
q3	2242	2630	2296	2296
q4	1408	1853	1341	1341
q5	4349	4754	4814	4754
q6	185	174	140	140
q7	2100	1991	1796	1796
q8	2678	2815	2678	2678
q9	7364	7318	7414	7318
q10	3079	3305	2738	2738
q11	569	495	489	489
q12	655	758	652	652
q13	3307	3789	3172	3172
q14	273	296	283	283
q15	576	516	513	513
q16	656	692	639	639
q17	1229	1729	1250	1250
q18	7601	7421	7229	7229
q19	819	767	1173	767
q20	2020	2040	1913	1913
q21	5744	5453	4924	4924
q22	625	602	603	602
Total cold run time: 53982 ms
Total hot run time: 51915 ms

@doris-robot
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TPC-DS: Total hot run time: 195914 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 75d08745f4878347c0b6e1db847aafa924114954, data reload: false

query1	1282	965	932	932
query2	6297	2528	2526	2526
query3	11113	4720	4828	4720
query4	33048	23517	23292	23292
query5	4385	626	465	465
query6	281	194	188	188
query7	3999	493	314	314
query8	301	250	242	242
query9	9485	2737	2739	2737
query10	466	309	250	250
query11	17901	15169	15102	15102
query12	164	110	102	102
query13	1588	529	405	405
query14	10331	6941	7458	6941
query15	231	196	190	190
query16	7648	661	442	442
query17	1551	744	578	578
query18	1938	388	309	309
query19	188	185	161	161
query20	115	110	110	110
query21	205	122	107	107
query22	4703	4620	4559	4559
query23	34834	33492	33729	33492
query24	6308	2294	2288	2288
query25	444	445	384	384
query26	719	279	165	165
query27	2030	459	325	325
query28	5446	2484	2484	2484
query29	534	573	412	412
query30	209	180	149	149
query31	983	930	870	870
query32	73	59	57	57
query33	505	356	296	296
query34	766	869	511	511
query35	788	836	740	740
query36	1025	1044	989	989
query37	112	107	80	80
query38	4173	4181	4265	4181
query39	1513	1462	1435	1435
query40	212	115	103	103
query41	43	43	81	43
query42	118	110	100	100
query43	536	569	511	511
query44	1306	804	803	803
query45	183	175	181	175
query46	871	1082	652	652
query47	1983	1994	1938	1938
query48	401	400	326	326
query49	687	501	377	377
query50	651	658	377	377
query51	7353	7304	7195	7195
query52	96	101	101	101
query53	231	250	183	183
query54	480	491	402	402
query55	80	80	78	78
query56	270	266	233	233
query57	1219	1225	1141	1141
query58	246	222	227	222
query59	3439	3510	3265	3265
query60	281	264	259	259
query61	107	108	107	107
query62	833	778	705	705
query63	223	186	184	184
query64	2707	1037	802	802
query65	3369	3294	3224	3224
query66	761	406	301	301
query67	16537	15815	15424	15424
query68	8961	738	510	510
query69	480	291	250	250
query70	1150	1137	1125	1125
query71	422	285	257	257
query72	5879	3892	4001	3892
query73	653	745	362	362
query74	9894	8998	8857	8857
query75	4512	3134	2605	2605
query76	4935	1163	778	778
query77	978	353	286	286
query78	10127	10232	9242	9242
query79	3251	877	585	585
query80	753	515	432	432
query81	489	275	219	219
query82	610	147	115	115
query83	194	166	142	142
query84	277	91	77	77
query85	789	376	299	299
query86	354	322	296	296
query87	4661	4492	4645	4492
query88	3557	2204	2220	2204
query89	427	332	296	296
query90	1919	187	186	186
query91	138	131	103	103
query92	67	52	49	49
query93	1923	856	520	520
query94	665	396	269	269
query95	333	254	252	252
query96	481	600	280	280
query97	2729	2818	2669	2669
query98	218	218	194	194
query99	1578	1429	1310	1310
Total cold run time: 296309 ms
Total hot run time: 195914 ms

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ClickBench: Total hot run time: 31.32 s 
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/clickbench-tools
ClickBench test result on commit 75d08745f4878347c0b6e1db847aafa924114954, data reload: false

query1	0.03	0.03	0.03
query2	0.07	0.04	0.03
query3	0.24	0.07	0.07
query4	1.60	0.10	0.11
query5	0.42	0.42	0.39
query6	1.20	0.66	0.65
query7	0.03	0.02	0.01
query8	0.04	0.04	0.03
query9	0.60	0.51	0.50
query10	0.57	0.56	0.56
query11	0.14	0.10	0.11
query12	0.13	0.11	0.11
query13	0.60	0.60	0.59
query14	2.71	2.72	2.70
query15	0.88	0.82	0.81
query16	0.39	0.38	0.39
query17	1.06	1.02	1.05
query18	0.22	0.21	0.21
query19	1.90	1.88	2.01
query20	0.01	0.01	0.01
query21	15.42	0.95	0.60
query22	0.75	0.73	0.81
query23	15.20	1.41	0.55
query24	2.61	1.19	0.89
query25	0.22	0.08	0.16
query26	0.31	0.14	0.14
query27	0.06	0.05	0.05
query28	13.72	1.55	1.04
query29	12.58	3.90	3.25
query30	0.25	0.09	0.05
query31	2.83	0.61	0.37
query32	3.23	0.54	0.47
query33	3.08	3.13	3.18
query34	16.58	5.13	4.54
query35	4.56	4.47	4.46
query36	0.63	0.49	0.48
query37	0.09	0.06	0.07
query38	0.05	0.04	0.04
query39	0.03	0.02	0.03
query40	0.16	0.13	0.12
query41	0.08	0.02	0.02
query42	0.04	0.03	0.02
query43	0.04	0.03	0.03
Total cold run time: 105.36 s
Total hot run time: 31.32 s

@xinyiZzz
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run buildall

@doris-robot
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TPC-H: Total hot run time: 32583 ms 
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
Tpch sf100 test result on commit f3548cb4526e44d3dba47b66249522c073795744, data reload: false

------ Round 1 ----------------------------------
q1	17600	6216	6044	6044
q2	2044	308	168	168
q3	10410	1295	735	735
q4	10215	888	452	452
q5	7533	2187	2014	2014
q6	200	181	151	151
q7	907	765	620	620
q8	9238	1386	1146	1146
q9	5269	4990	5003	4990
q10	6766	2310	1858	1858
q11	482	278	258	258
q12	359	362	221	221
q13	17762	3656	2946	2946
q14	229	224	221	221
q15	563	517	502	502
q16	639	639	576	576
q17	585	871	331	331
q18	7140	6531	6329	6329
q19	2171	974	569	569
q20	296	316	181	181
q21	2825	2177	1961	1961
q22	368	329	310	310
Total cold run time: 103601 ms
Total hot run time: 32583 ms

----- Round 2, with runtime_filter_mode=off -----
q1	6284	6235	6226	6226
q2	234	335	236	236
q3	2267	2668	2290	2290
q4	1458	1866	1390	1390
q5	4388	4762	4902	4762
q6	183	180	144	144
q7	2115	1981	1848	1848
q8	2641	2842	2726	2726
q9	7443	7281	7270	7270
q10	3037	3332	2815	2815
q11	578	516	522	516
q12	686	755	630	630
q13	3350	3764	3162	3162
q14	318	299	276	276
q15	577	499	497	497
q16	639	678	659	659
q17	1219	1748	1254	1254
q18	7749	7461	7083	7083
q19	823	1105	1060	1060
q20	1920	1941	1868	1868
q21	5416	5131	4765	4765
q22	617	576	573	573
Total cold run time: 53942 ms
Total hot run time: 52050 ms

@doris-robot
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TPC-DS: Total hot run time: 190137 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 f3548cb4526e44d3dba47b66249522c073795744, data reload: false

query1	989	386	371	371
query2	6533	2357	2297	2297
query3	6707	222	225	222
query4	33770	23579	23298	23298
query5	4374	626	469	469
query6	306	227	189	189
query7	4622	505	310	310
query8	399	337	319	319
query9	9215	2785	2752	2752
query10	486	329	255	255
query11	18060	15355	15139	15139
query12	172	117	111	111
query13	1702	566	430	430
query14	11569	7242	7479	7242
query15	239	196	189	189
query16	8615	605	453	453
query17	1661	775	577	577
query18	2067	412	304	304
query19	233	189	168	168
query20	119	138	117	117
query21	214	126	107	107
query22	4492	4692	4429	4429
query23	34498	32957	33484	32957
query24	6351	2205	2255	2205
query25	482	491	408	408
query26	776	272	154	154
query27	2001	467	327	327
query28	5328	2457	2434	2434
query29	636	567	438	438
query30	234	188	150	150
query31	1014	906	802	802
query32	78	62	62	62
query33	512	355	308	308
query34	768	871	516	516
query35	799	847	762	762
query36	1005	1055	957	957
query37	118	96	78	78
query38	4246	4387	4135	4135
query39	1492	1446	1422	1422
query40	212	119	108	108
query41	53	57	50	50
query42	121	103	106	103
query43	528	523	487	487
query44	1324	825	819	819
query45	187	181	179	179
query46	874	1048	653	653
query47	1948	1919	1898	1898
query48	399	410	337	337
query49	776	514	434	434
query50	630	663	385	385
query51	7179	7027	7119	7027
query52	104	101	91	91
query53	231	259	188	188
query54	497	511	406	406
query55	82	80	80	80
query56	272	268	256	256
query57	1219	1193	1098	1098
query58	257	261	244	244
query59	3187	3226	2934	2934
query60	291	272	264	264
query61	137	135	132	132
query62	831	736	694	694
query63	228	188	195	188
query64	2843	990	673	673
query65	3286	3198	3245	3198
query66	776	407	310	310
query67	16070	15750	15586	15586
query68	8431	742	518	518
query69	460	290	255	255
query70	1266	1164	1097	1097
query71	433	286	249	249
query72	6027	3859	3920	3859
query73	663	756	356	356
query74	9573	9370	8830	8830
query75	4665	3143	2723	2723
query76	4590	1205	767	767
query77	849	368	273	273
query78	10034	10160	9413	9413
query79	5402	871	595	595
query80	785	523	436	436
query81	497	279	232	232
query82	710	157	113	113
query83	196	166	151	151
query84	278	96	70	70
query85	791	399	301	301
query86	364	315	297	297
query87	4702	4449	4622	4449
query88	4725	2222	2191	2191
query89	457	332	344	332
query90	1939	189	187	187
query91	136	141	103	103
query92	65	59	60	59
query93	2881	868	526	526
query94	668	388	287	287
query95	335	267	270	267
query96	485	624	280	280
query97	2782	2822	2713	2713
query98	228	195	193	193
query99	1597	1429	1330	1330
Total cold run time: 298438 ms
Total hot run time: 190137 ms

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ClickBench: Total hot run time: 31.71 s 
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/clickbench-tools
ClickBench test result on commit f3548cb4526e44d3dba47b66249522c073795744, data reload: false

query1	0.03	0.03	0.03
query2	0.07	0.03	0.03
query3	0.24	0.07	0.07
query4	1.60	0.11	0.11
query5	0.43	0.41	0.40
query6	1.14	0.68	0.66
query7	0.02	0.01	0.02
query8	0.04	0.03	0.03
query9	0.58	0.51	0.51
query10	0.53	0.58	0.56
query11	0.15	0.10	0.10
query12	0.13	0.11	0.11
query13	0.62	0.60	0.60
query14	2.73	2.83	2.81
query15	0.92	0.84	0.85
query16	0.38	0.40	0.40
query17	1.03	0.99	1.12
query18	0.23	0.21	0.21
query19	2.00	1.87	2.03
query20	0.01	0.02	0.01
query21	15.40	0.97	0.60
query22	0.76	0.78	0.60
query23	15.37	1.38	0.55
query24	2.95	1.47	0.97
query25	0.19	0.39	0.07
query26	0.21	0.14	0.14
query27	0.06	0.05	0.04
query28	13.66	1.65	1.07
query29	12.61	3.94	3.29
query30	0.25	0.09	0.07
query31	2.83	0.61	0.40
query32	3.24	0.56	0.47
query33	3.14	3.14	3.15
query34	16.91	5.36	4.55
query35	4.67	4.59	4.58
query36	0.65	0.51	0.49
query37	0.09	0.07	0.07
query38	0.05	0.04	0.03
query39	0.04	0.02	0.02
query40	0.16	0.14	0.13
query41	0.08	0.03	0.03
query42	0.04	0.02	0.03
query43	0.03	0.04	0.03
Total cold run time: 106.27 s
Total hot run time: 31.71 s

@xinyiZzz
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run buildall

@doris-robot
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TPC-H: Total hot run time: 32498 ms 
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
Tpch sf100 test result on commit 31167a3edb8aa470955384382f5cf6dfdf783f31, data reload: false

------ Round 1 ----------------------------------
q1	17581	6116	6079	6079
q2	2052	309	183	183
q3	10408	1237	747	747
q4	10218	869	436	436
q5	7911	2218	1997	1997
q6	208	182	148	148
q7	921	757	597	597
q8	9247	1385	1170	1170
q9	5218	4859	4938	4859
q10	6728	2289	1870	1870
q11	478	266	254	254
q12	360	358	220	220
q13	17766	3631	3023	3023
q14	229	232	216	216
q15	571	500	492	492
q16	631	616	572	572
q17	578	855	319	319
q18	7045	6578	6329	6329
q19	3047	967	562	562
q20	304	319	178	178
q21	2813	2198	1936	1936
q22	367	336	311	311
Total cold run time: 104681 ms
Total hot run time: 32498 ms

----- Round 2, with runtime_filter_mode=off -----
q1	6373	6213	6232	6213
q2	235	331	228	228
q3	2277	2651	2327	2327
q4	1464	1899	1421	1421
q5	4337	4775	4892	4775
q6	191	180	146	146
q7	2074	1999	1848	1848
q8	2651	2846	2740	2740
q9	7377	7226	7396	7226
q10	3089	3353	2742	2742
q11	564	508	490	490
q12	681	760	663	663
q13	3432	3744	3146	3146
q14	286	323	298	298
q15	571	526	516	516
q16	671	692	632	632
q17	1230	1755	1271	1271
q18	7742	7495	7388	7388
q19	812	1102	1131	1102
q20	2004	2071	1894	1894
q21	5874	5341	4848	4848
q22	597	614	595	595
Total cold run time: 54532 ms
Total hot run time: 52509 ms

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TeamCity be ut coverage result:
Function Coverage: 38.88% (10134/26065)
Line Coverage: 29.81% (85308/286184)
Region Coverage: 28.94% (43573/150548)
Branch Coverage: 25.46% (22198/87194)
Coverage Report: http://coverage.selectdb-in.cc/coverage/31167a3edb8aa470955384382f5cf6dfdf783f31_31167a3edb8aa470955384382f5cf6dfdf783f31/report/index.html

@doris-robot
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TPC-DS: Total hot run time: 196789 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 31167a3edb8aa470955384382f5cf6dfdf783f31, data reload: false

query1	1295	975	889	889
query2	6485	2376	2359	2359
query3	11180	4784	4821	4784
query4	33119	23633	23437	23437
query5	3874	586	454	454
query6	289	201	194	194
query7	4000	493	306	306
query8	303	259	277	259
query9	9285	2740	2718	2718
query10	468	324	257	257
query11	17747	15237	15196	15196
query12	158	107	100	100
query13	1609	524	391	391
query14	9046	7961	6771	6771
query15	245	225	197	197
query16	7392	633	523	523
query17	1571	750	607	607
query18	2024	400	330	330
query19	205	197	180	180
query20	134	125	114	114
query21	209	134	114	114
query22	4692	4672	4617	4617
query23	34718	33552	33558	33552
query24	6624	2418	2351	2351
query25	515	466	390	390
query26	805	275	149	149
query27	2210	468	332	332
query28	5427	2497	2484	2484
query29	595	550	431	431
query30	205	179	150	150
query31	1011	919	827	827
query32	78	56	111	56
query33	480	377	299	299
query34	779	859	514	514
query35	835	862	774	774
query36	1037	1056	1000	1000
query37	120	98	75	75
query38	4330	4472	4284	4284
query39	1543	1478	1474	1474
query40	207	112	104	104
query41	44	43	46	43
query42	117	101	106	101
query43	517	538	508	508
query44	1381	862	832	832
query45	193	175	176	175
query46	866	1104	654	654
query47	2013	2058	1933	1933
query48	393	420	338	338
query49	718	480	407	407
query50	666	674	397	397
query51	7361	7314	7199	7199
query52	101	101	97	97
query53	229	251	184	184
query54	487	500	443	443
query55	82	90	80	80
query56	264	264	249	249
query57	1242	1250	1191	1191
query58	232	244	214	214
query59	3263	3463	3061	3061
query60	277	260	250	250
query61	118	117	111	111
query62	817	761	696	696
query63	232	194	199	194
query64	3648	1049	666	666
query65	3344	3277	3253	3253
query66	929	413	316	316
query67	16441	16151	15743	15743
query68	10123	743	497	497
query69	499	302	253	253
query70	1209	1135	1110	1110
query71	435	306	277	277
query72	6341	3884	3929	3884
query73	661	738	368	368
query74	10004	9119	8726	8726
query75	4576	3131	2613	2613
query76	5395	1153	748	748
query77	988	375	269	269
query78	11278	10378	9414	9414
query79	2545	840	596	596
query80	694	538	443	443
query81	484	279	233	233
query82	320	151	116	116
query83	193	160	145	145
query84	277	96	67	67
query85	740	380	314	314
query86	350	321	273	273
query87	4430	4756	4681	4681
query88	3198	2224	2187	2187
query89	418	315	298	298
query90	1991	184	186	184
query91	134	140	105	105
query92	68	55	48	48
query93	984	707	528	528
query94	649	411	286	286
query95	326	266	245	245
query96	501	601	284	284
query97	2824	2792	2698	2698
query98	231	201	192	192
query99	1560	1470	1329	1329
Total cold run time: 297250 ms
Total hot run time: 196789 ms

@doris-robot
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ClickBench: Total hot run time: 31.45 s 
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/clickbench-tools
ClickBench test result on commit 31167a3edb8aa470955384382f5cf6dfdf783f31, data reload: false

query1	0.04	0.03	0.02
query2	0.07	0.03	0.04
query3	0.24	0.06	0.07
query4	1.62	0.10	0.10
query5	0.41	0.42	0.41
query6	1.17	0.64	0.65
query7	0.02	0.02	0.02
query8	0.04	0.03	0.03
query9	0.59	0.51	0.52
query10	0.55	0.58	0.56
query11	0.14	0.11	0.11
query12	0.14	0.11	0.11
query13	0.62	0.60	0.61
query14	2.82	2.74	2.80
query15	0.87	0.83	0.82
query16	0.40	0.39	0.38
query17	1.05	1.06	1.01
query18	0.22	0.21	0.21
query19	1.97	1.84	2.00
query20	0.02	0.01	0.01
query21	15.36	0.94	0.60
query22	0.76	0.71	0.76
query23	15.34	1.44	0.56
query24	2.61	1.00	1.17
query25	0.14	0.10	0.10
query26	0.33	0.15	0.13
query27	0.06	0.05	0.05
query28	13.52	1.56	1.05
query29	12.58	3.93	3.25
query30	0.26	0.09	0.06
query31	2.81	0.59	0.38
query32	3.22	0.54	0.46
query33	3.12	3.07	3.20
query34	16.88	5.10	4.52
query35	4.54	4.51	4.51
query36	0.66	0.51	0.49
query37	0.09	0.07	0.06
query38	0.04	0.04	0.03
query39	0.04	0.02	0.03
query40	0.17	0.14	0.12
query41	0.07	0.02	0.02
query42	0.04	0.03	0.02
query43	0.04	0.03	0.03
Total cold run time: 105.68 s
Total hot run time: 31.45 s

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3 participants
@xinyiZzz @Thearas @doris-robot