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[improvement](statistics)Analyze all columns when partition first loaded. #38540

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merged 1 commit into from
Jul 31, 2024

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Jibing-Li
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When a partition load data for the first time, will analyze all columns in the table in the next auto analyze iteration.

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Since 2024-03-18, the Document has been moved to doris-website.
See Doris Document.

@Jibing-Li Jibing-Li marked this pull request as ready for review July 30, 2024 11:49
@Jibing-Li
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run buildall

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TPC-H: Total hot run time: 41217 ms
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
Tpch sf100 test result on commit f0f99fe4e684af0b3dbf4f8e841aa7264a636382, data reload: false

------ Round 1 ----------------------------------
q1	17602	4045	4005	4005
q2	2028	219	198	198
q3	10443	1309	1368	1309
q4	10168	826	936	826
q5	7641	2861	2944	2861
q6	222	144	139	139
q7	1039	616	625	616
q8	9438	1819	1879	1819
q9	8525	6589	6566	6566
q10	8766	3817	3819	3817
q11	427	255	254	254
q12	435	231	229	229
q13	17776	2942	2926	2926
q14	265	238	256	238
q15	522	490	484	484
q16	532	386	385	385
q17	944	923	931	923
q18	7924	7219	7182	7182
q19	1823	1204	1196	1196
q20	549	323	344	323
q21	5318	4649	4732	4649
q22	340	272	284	272
Total cold run time: 112727 ms
Total hot run time: 41217 ms

----- Round 2, with runtime_filter_mode=off -----
q1	4076	3990	4014	3990
q2	327	225	216	216
q3	2993	2965	3079	2965
q4	1962	2010	2008	2008
q5	5520	5508	5431	5431
q6	246	137	135	135
q7	2137	1784	1825	1784
q8	3348	3351	3317	3317
q9	8618	8643	8693	8643
q10	3997	3996	4081	3996
q11	553	451	450	450
q12	740	537	571	537
q13	16625	3144	3093	3093
q14	304	278	270	270
q15	526	490	493	490
q16	472	436	428	428
q17	1768	1740	1744	1740
q18	8099	7694	7646	7646
q19	1704	1721	1746	1721
q20	2047	1845	1838	1838
q21	5756	5303	5405	5303
q22	521	450	468	450
Total cold run time: 72339 ms
Total hot run time: 56451 ms

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TPC-DS: Total hot run time: 171239 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 f0f99fe4e684af0b3dbf4f8e841aa7264a636382, data reload: false

query1	907	373	368	368
query2	6467	1808	1758	1758
query3	6674	212	220	212
query4	19389	17536	17238	17238
query5	3686	508	509	508
query6	274	175	167	167
query7	4591	306	294	294
query8	262	204	182	182
query9	8528	2368	2359	2359
query10	441	285	266	266
query11	10403	10056	10052	10052
query12	121	93	91	91
query13	1636	383	388	383
query14	10321	8499	8557	8499
query15	205	165	165	165
query16	6817	466	459	459
query17	963	572	561	561
query18	1913	295	288	288
query19	194	151	153	151
query20	91	88	93	88
query21	203	101	107	101
query22	4161	3984	4056	3984
query23	33859	33623	33377	33377
query24	9292	3079	3089	3079
query25	656	423	400	400
query26	1460	159	151	151
query27	2949	280	281	280
query28	7329	2013	2010	2010
query29	1101	439	436	436
query30	253	150	155	150
query31	924	784	764	764
query32	104	55	57	55
query33	676	313	313	313
query34	904	490	499	490
query35	867	778	785	778
query36	1090	922	870	870
query37	175	83	91	83
query38	3040	2824	2855	2824
query39	939	803	810	803
query40	261	113	115	113
query41	45	43	43	43
query42	115	105	95	95
query43	485	429	440	429
query44	1169	726	720	720
query45	209	179	181	179
query46	1100	802	779	779
query47	1791	1713	1700	1700
query48	375	288	289	288
query49	897	414	412	412
query50	906	431	433	431
query51	6872	6664	6667	6664
query52	107	86	86	86
query53	255	181	187	181
query54	631	455	457	455
query55	76	73	72	72
query56	282	252	275	252
query57	1155	1044	1051	1044
query58	275	279	282	279
query59	2734	2581	2448	2448
query60	309	265	280	265
query61	102	101	103	101
query62	912	680	655	655
query63	215	179	179	179
query64	5382	1966	1952	1952
query65	3128	3076	3085	3076
query66	1023	332	330	330
query67	15208	15733	14773	14773
query68	6014	573	578	573
query69	710	375	305	305
query70	1170	1049	1079	1049
query71	500	287	293	287
query72	7519	2767	2524	2524
query73	945	321	332	321
query74	6032	5604	5577	5577
query75	3875	2749	2706	2706
query76	4016	1381	1395	1381
query77	696	308	309	308
query78	9381	8813	8916	8813
query79	2261	523	531	523
query80	860	513	555	513
query81	551	234	225	225
query82	873	131	126	126
query83	201	169	171	169
query84	278	81	81	81
query85	1374	358	334	334
query86	458	316	298	298
query87	3303	3106	3135	3106
query88	3573	2416	2386	2386
query89	393	278	301	278
query90	1783	194	189	189
query91	132	103	104	103
query92	56	49	49	49
query93	1852	607	607	607
query94	756	305	347	305
query95	382	265	266	265
query96	603	284	280	280
query97	3241	3028	3047	3028
query98	232	199	200	199
query99	1650	1293	1307	1293
Total cold run time: 265554 ms
Total hot run time: 171239 ms

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ClickBench: Total hot run time: 30.08 s
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/clickbench-tools
ClickBench test result on commit f0f99fe4e684af0b3dbf4f8e841aa7264a636382, data reload: false

query1	0.04	0.03	0.03
query2	0.07	0.04	0.04
query3	0.23	0.05	0.05
query4	1.68	0.07	0.07
query5	0.49	0.49	0.48
query6	1.13	0.72	0.72
query7	0.02	0.02	0.01
query8	0.05	0.04	0.04
query9	0.57	0.52	0.53
query10	0.56	0.56	0.58
query11	0.15	0.11	0.11
query12	0.15	0.12	0.13
query13	0.62	0.60	0.60
query14	0.77	0.78	0.80
query15	0.88	0.86	0.87
query16	0.35	0.35	0.36
query17	0.97	1.00	1.02
query18	0.22	0.21	0.21
query19	1.80	1.77	1.73
query20	0.02	0.01	0.01
query21	15.39	0.75	0.66
query22	3.78	8.86	1.35
query23	17.98	1.35	1.29
query24	2.26	0.22	0.22
query25	0.19	0.09	0.08
query26	0.32	0.22	0.21
query27	0.46	0.24	0.23
query28	13.16	1.00	0.97
query29	12.55	3.31	3.32
query30	0.27	0.06	0.05
query31	2.88	0.42	0.40
query32	3.22	0.48	0.49
query33	2.93	2.98	2.93
query34	15.43	4.24	4.28
query35	4.26	4.31	4.31
query36	0.69	0.48	0.47
query37	0.20	0.17	0.16
query38	0.16	0.15	0.14
query39	0.04	0.03	0.04
query40	0.15	0.14	0.13
query41	0.11	0.05	0.05
query42	0.04	0.04	0.05
query43	0.04	0.04	0.04
Total cold run time: 107.28 s
Total hot run time: 30.08 s

@Jibing-Li
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run buildall

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TPC-H: Total hot run time: 41836 ms
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
Tpch sf100 test result on commit f27004a5eb524d0a431f446f06a11861f9a27c38, data reload: false

------ Round 1 ----------------------------------
q1	17656	4102	4038	4038
q2	2021	205	207	205
q3	11021	1327	1385	1327
q4	10975	852	995	852
q5	7822	3021	3014	3014
q6	227	145	142	142
q7	1089	626	639	626
q8	9770	1949	1930	1930
q9	8674	6702	6607	6607
q10	8747	3840	3852	3840
q11	443	246	255	246
q12	418	236	230	230
q13	17780	2969	2958	2958
q14	269	243	242	242
q15	517	485	478	478
q16	513	396	388	388
q17	973	923	898	898
q18	8003	7298	7206	7206
q19	1483	1232	1219	1219
q20	568	328	339	328
q21	5291	4785	4794	4785
q22	352	282	277	277
Total cold run time: 114612 ms
Total hot run time: 41836 ms

----- Round 2, with runtime_filter_mode=off -----
q1	4095	4009	4044	4009
q2	324	220	218	218
q3	2983	3126	3138	3126
q4	2064	2024	2004	2004
q5	5511	5411	5392	5392
q6	217	141	139	139
q7	2163	1801	1833	1801
q8	3288	3391	3336	3336
q9	8842	8703	8559	8559
q10	3877	4074	4058	4058
q11	550	461	461	461
q12	765	598	553	553
q13	15276	3090	3114	3090
q14	313	264	262	262
q15	535	486	489	486
q16	476	442	422	422
q17	1775	1718	1746	1718
q18	8324	7845	7832	7832
q19	1718	1725	1730	1725
q20	2052	1859	1864	1859
q21	5732	5335	5400	5335
q22	528	462	457	457
Total cold run time: 71408 ms
Total hot run time: 56842 ms

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TPC-DS: Total hot run time: 169417 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 f27004a5eb524d0a431f446f06a11861f9a27c38, data reload: false

query1	907	379	374	374
query2	6273	1811	1729	1729
query3	6654	217	224	217
query4	20615	17356	17249	17249
query5	3642	497	509	497
query6	290	170	175	170
query7	4596	290	298	290
query8	261	199	207	199
query9	8803	2376	2386	2376
query10	429	284	259	259
query11	10606	9998	10067	9998
query12	117	90	90	90
query13	1646	382	393	382
query14	10157	8052	7371	7371
query15	213	165	160	160
query16	6909	443	445	443
query17	955	553	534	534
query18	1912	274	286	274
query19	196	145	138	138
query20	89	86	86	86
query21	208	102	98	98
query22	4227	3931	3778	3778
query23	33857	33753	33289	33289
query24	10307	3144	3175	3144
query25	676	417	404	404
query26	1777	156	151	151
query27	3001	284	278	278
query28	7466	2012	1998	1998
query29	1260	432	452	432
query30	250	155	151	151
query31	980	812	754	754
query32	99	61	56	56
query33	670	326	329	326
query34	933	508	511	508
query35	891	769	767	767
query36	1049	867	876	867
query37	305	81	85	81
query38	2912	2795	2770	2770
query39	881	816	839	816
query40	294	109	109	109
query41	45	48	50	48
query42	116	100	96	96
query43	482	437	423	423
query44	1178	731	725	725
query45	210	180	177	177
query46	1104	807	777	777
query47	1768	1697	1743	1697
query48	355	290	287	287
query49	944	423	413	413
query50	905	437	429	429
query51	6772	6663	6651	6651
query52	98	91	89	89
query53	256	180	180	180
query54	622	446	449	446
query55	75	75	72	72
query56	273	247	246	246
query57	1143	1061	997	997
query58	269	265	256	256
query59	2736	2395	2426	2395
query60	306	280	271	271
query61	100	93	125	93
query62	897	659	665	659
query63	209	191	184	184
query64	5671	1900	1861	1861
query65	3146	3095	3072	3072
query66	1301	343	331	331
query67	15406	14961	14784	14784
query68	4325	561	561	561
query69	649	360	298	298
query70	1110	1041	1074	1041
query71	441	293	274	274
query72	7163	2688	2467	2467
query73	769	326	325	325
query74	6090	5626	5663	5626
query75	3424	2721	2722	2721
query76	2470	1329	1411	1329
query77	586	304	318	304
query78	9415	8919	8900	8900
query79	1815	534	534	534
query80	979	510	502	502
query81	576	232	223	223
query82	1021	136	133	133
query83	255	171	169	169
query84	255	84	82	82
query85	1167	321	303	303
query86	389	285	300	285
query87	3276	3093	3114	3093
query88	2967	2415	2403	2403
query89	397	293	295	293
query90	1667	194	196	194
query91	127	97	100	97
query92	57	50	50	50
query93	1455	610	609	609
query94	744	296	309	296
query95	396	333	266	266
query96	596	277	278	277
query97	3219	3039	3001	3001
query98	226	209	199	199
query99	1658	1290	1301	1290
Total cold run time: 263384 ms
Total hot run time: 169417 ms

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ClickBench: Total hot run time: 30.01 s
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/clickbench-tools
ClickBench test result on commit f27004a5eb524d0a431f446f06a11861f9a27c38, data reload: false

query1	0.04	0.04	0.04
query2	0.07	0.03	0.04
query3	0.23	0.05	0.05
query4	1.67	0.08	0.07
query5	0.48	0.47	0.48
query6	1.12	0.72	0.71
query7	0.02	0.01	0.01
query8	0.05	0.04	0.04
query9	0.57	0.51	0.52
query10	0.56	0.57	0.56
query11	0.16	0.11	0.12
query12	0.15	0.13	0.13
query13	0.61	0.60	0.60
query14	0.77	0.80	0.80
query15	0.90	0.86	0.86
query16	0.35	0.36	0.35
query17	1.00	0.98	0.98
query18	0.22	0.22	0.21
query19	1.86	1.76	1.74
query20	0.02	0.01	0.01
query21	15.40	0.76	0.64
query22	4.09	8.22	1.22
query23	17.82	1.41	1.35
query24	2.31	0.21	0.22
query25	0.19	0.09	0.08
query26	0.32	0.22	0.22
query27	0.45	0.24	0.23
query28	13.16	1.01	0.98
query29	12.54	3.33	3.33
query30	0.26	0.06	0.05
query31	2.84	0.40	0.40
query32	3.23	0.48	0.49
query33	2.93	2.94	2.91
query34	15.48	4.28	4.28
query35	4.29	4.30	4.29
query36	0.68	0.47	0.47
query37	0.19	0.17	0.16
query38	0.16	0.14	0.15
query39	0.04	0.04	0.05
query40	0.16	0.13	0.12
query41	0.10	0.04	0.05
query42	0.05	0.06	0.05
query43	0.04	0.04	0.04
Total cold run time: 107.58 s
Total hot run time: 30.01 s

@Jibing-Li Jibing-Li force-pushed the newpart branch 2 times, most recently from ecfb2bb to 58e4849 Compare July 31, 2024 02:48
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run buildall

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TPC-H: Total hot run time: 42124 ms
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/tpch-tools
Tpch sf100 test result on commit e4fce409dba34b21eba69f915907916630b948d2, data reload: false

------ Round 1 ----------------------------------
q1	17671	4209	4156	4156
q2	2030	214	219	214
q3	10548	1348	1368	1348
q4	10255	841	1018	841
q5	7608	3044	3020	3020
q6	221	136	137	136
q7	1052	615	620	615
q8	9450	1879	2007	1879
q9	8579	6647	6686	6647
q10	8712	3860	3877	3860
q11	431	253	258	253
q12	419	227	232	227
q13	17758	2936	2980	2936
q14	274	245	240	240
q15	528	482	509	482
q16	490	399	395	395
q17	1007	972	945	945
q18	8101	7382	7290	7290
q19	1371	1235	1240	1235
q20	577	323	347	323
q21	5344	4795	4842	4795
q22	364	294	287	287
Total cold run time: 112790 ms
Total hot run time: 42124 ms

----- Round 2, with runtime_filter_mode=off -----
q1	4070	4033	4096	4033
q2	331	218	217	217
q3	3007	3007	3005	3005
q4	1893	1882	1881	1881
q5	5272	5271	5234	5234
q6	214	126	128	126
q7	2084	1657	1671	1657
q8	3259	3334	3323	3323
q9	8371	8356	8366	8356
q10	3769	3831	3860	3831
q11	546	441	452	441
q12	771	538	562	538
q13	14798	2927	2929	2927
q14	290	257	258	257
q15	520	475	482	475
q16	438	414	392	392
q17	1749	1708	1710	1708
q18	7753	7526	7179	7179
q19	1688	1696	1682	1682
q20	1977	1794	1765	1765
q21	5533	5268	5166	5166
q22	520	462	452	452
Total cold run time: 68853 ms
Total hot run time: 54645 ms

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TPC-DS: Total hot run time: 170192 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 e4fce409dba34b21eba69f915907916630b948d2, data reload: false

query1	926	375	387	375
query2	6490	1730	1663	1663
query3	6669	216	227	216
query4	18976	17548	17552	17548
query5	4294	512	537	512
query6	282	183	158	158
query7	4598	292	299	292
query8	255	204	197	197
query9	8509	2402	2381	2381
query10	446	304	277	277
query11	10441	10043	10018	10018
query12	136	93	88	88
query13	1646	390	385	385
query14	8884	8722	7914	7914
query15	204	163	166	163
query16	7092	485	455	455
query17	984	556	554	554
query18	1923	286	276	276
query19	184	144	144	144
query20	88	87	87	87
query21	205	99	97	97
query22	4339	4041	3902	3902
query23	33803	33104	33090	33090
query24	10239	3083	3067	3067
query25	692	387	384	384
query26	1747	149	150	149
query27	2968	281	282	281
query28	6960	2010	1994	1994
query29	1287	423	445	423
query30	287	150	148	148
query31	935	765	743	743
query32	100	54	55	54
query33	692	301	308	301
query34	906	502	486	486
query35	866	733	736	733
query36	996	874	868	868
query37	302	78	76	76
query38	2857	2758	2764	2758
query39	868	819	828	819
query40	280	114	109	109
query41	51	41	47	41
query42	124	108	105	105
query43	474	425	426	425
query44	1193	736	744	736
query45	206	180	176	176
query46	1077	801	792	792
query47	1766	1713	1717	1713
query48	366	296	298	296
query49	1192	427	414	414
query50	935	448	455	448
query51	6798	6687	6668	6668
query52	98	91	90	90
query53	253	184	182	182
query54	627	460	446	446
query55	77	78	77	77
query56	287	257	249	249
query57	1154	1041	998	998
query58	285	281	274	274
query59	2610	2523	2439	2439
query60	296	272	290	272
query61	97	94	119	94
query62	900	663	659	659
query63	214	187	189	187
query64	5833	1938	1890	1890
query65	3156	3111	3074	3074
query66	1437	349	341	341
query67	15153	14634	14843	14634
query68	4352	572	578	572
query69	455	307	295	295
query70	1126	1026	1086	1026
query71	410	274	279	274
query72	7103	2697	2498	2498
query73	765	333	328	328
query74	6048	5591	5648	5591
query75	3378	2769	2722	2722
query76	2329	1365	1399	1365
query77	425	321	314	314
query78	9435	8942	8833	8833
query79	2748	562	549	549
query80	1210	509	517	509
query81	551	226	224	224
query82	1075	135	135	135
query83	243	172	173	172
query84	267	90	79	79
query85	1365	316	306	306
query86	452	293	282	282
query87	3286	3152	3169	3152
query88	3939	2434	2439	2434
query89	395	298	295	295
query90	1836	194	194	194
query91	127	104	98	98
query92	69	56	52	52
query93	2123	630	640	630
query94	912	300	292	292
query95	387	272	273	272
query96	604	281	280	280
query97	3233	3059	3047	3047
query98	212	200	198	198
query99	1577	1299	1269	1269
Total cold run time: 263452 ms
Total hot run time: 170192 ms

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ClickBench: Total hot run time: 30.42 s
machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
scripts: https://github.com/apache/doris/tree/master/tools/clickbench-tools
ClickBench test result on commit e4fce409dba34b21eba69f915907916630b948d2, data reload: false

query1	0.04	0.04	0.04
query2	0.08	0.04	0.03
query3	0.23	0.04	0.05
query4	1.69	0.07	0.06
query5	0.48	0.48	0.48
query6	1.14	0.71	0.71
query7	0.02	0.02	0.01
query8	0.06	0.04	0.04
query9	0.57	0.50	0.50
query10	0.56	0.57	0.56
query11	0.16	0.11	0.11
query12	0.15	0.13	0.12
query13	0.61	0.60	0.60
query14	0.78	0.82	0.77
query15	0.90	0.85	0.86
query16	0.37	0.35	0.36
query17	0.96	0.98	1.01
query18	0.23	0.22	0.21
query19	1.85	1.77	1.73
query20	0.01	0.02	0.01
query21	15.40	0.77	0.67
query22	4.13	7.89	1.76
query23	17.75	1.35	1.26
query24	2.29	0.22	0.22
query25	0.19	0.09	0.08
query26	0.32	0.22	0.21
query27	0.47	0.24	0.23
query28	13.19	1.00	0.97
query29	12.64	3.30	3.31
query30	0.26	0.06	0.05
query31	2.86	0.40	0.41
query32	3.23	0.50	0.48
query33	2.93	2.98	2.98
query34	15.43	4.25	4.29
query35	4.28	4.27	4.28
query36	0.69	0.49	0.50
query37	0.21	0.16	0.16
query38	0.16	0.15	0.16
query39	0.04	0.04	0.03
query40	0.16	0.12	0.13
query41	0.10	0.05	0.05
query42	0.06	0.05	0.05
query43	0.05	0.04	0.04
Total cold run time: 107.73 s
Total hot run time: 30.42 s

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LGTM

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

@github-actions github-actions bot added approved Indicates a PR has been approved by one committer. reviewed labels Jul 31, 2024
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PR approved by anyone and no changes requested.

@Jibing-Li Jibing-Li merged commit dcb6a6f into apache:master Jul 31, 2024
28 of 30 checks passed
@Jibing-Li Jibing-Li deleted the newpart branch July 31, 2024 10:06
Jibing-Li added a commit to Jibing-Li/incubator-doris that referenced this pull request Jul 31, 2024
…ded. (apache#38540)

When a partition load data for the first time, will analyze all columns
in the table in the next auto analyze iteration.
Jibing-Li added a commit that referenced this pull request Jul 31, 2024
Jibing-Li added a commit that referenced this pull request Jul 31, 2024
@morrySnow morrySnow added the usercase Important user case type label label Aug 2, 2024
dataroaring pushed a commit that referenced this pull request Aug 6, 2024
…ded. (#38540)

When a partition load data for the first time, will analyze all columns
in the table in the next auto analyze iteration.
feiniaofeiafei pushed a commit to feiniaofeiafei/doris that referenced this pull request Aug 9, 2024
…ded. (apache#38540)

When a partition load data for the first time, will analyze all columns
in the table in the next auto analyze iteration.
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5 participants