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Posted to commits@doris.apache.org by "DongLiang-0 (via GitHub)" <gi...@apache.org> on 2024/03/26 09:58:06 UTC

[PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be deleted [doris]

DongLiang-0 opened a new pull request, #32843:
URL: https://github.com/apache/doris/pull/32843

   ## Proposed changes
   
   Issue Number: close #xxx
   
   <!--Describe your changes.-->
   
   ## Further comments
   
   If this is a relatively large or complex change, kick off the discussion at [dev@doris.apache.org](mailto:dev@doris.apache.org) by explaining why you chose the solution you did and what alternatives you considered, etc...
   
   


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "DongLiang-0 (via GitHub)" <gi...@apache.org>.
DongLiang-0 closed pull request #32843: [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped
URL: https://github.com/apache/doris/pull/32843


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2020108629

   
   Load test result on machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   ```
   Load test result on commit a33d60f34af1f1a7c1462cdea00c2941f666b897 with default session variables
   Stream load json:         19 seconds loaded 2358488459 Bytes, about 118 MB/s
   Stream load orc:          59 seconds loaded 1101869774 Bytes, about 17 MB/s
   Stream load parquet:      31 seconds loaded 861443392 Bytes, about 26 MB/s
   Insert into select:       20.1 seconds inserted 10000000 Rows, about 497K ops/s
   ```
   


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "DongLiang-0 (via GitHub)" <gi...@apache.org>.
DongLiang-0 commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2021841465

   run buildall


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2022072800

   
   <details>
   <summary>TPC-DS: <b>Total hot run time: 181263 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 ce94cc6347fc6c5f462f63789d51456ea9a81fcb, data reload: false
   
   query1	935	367	350	350
   query2	6562	1912	1976	1912
   query3	6709	223	221	221
   query4	31796	21533	21296	21296
   query5	4294	404	394	394
   query6	272	192	173	173
   query7	4620	287	283	283
   query8	232	174	172	172
   query9	9289	2261	2270	2261
   query10	573	252	249	249
   query11	15440	14349	14354	14349
   query12	138	90	89	89
   query13	1626	431	432	431
   query14	11127	7069	7611	7069
   query15	254	187	188	187
   query16	8142	255	261	255
   query17	1940	578	527	527
   query18	2076	286	273	273
   query19	308	147	148	147
   query20	90	87	90	87
   query21	196	124	124	124
   query22	4957	4792	4751	4751
   query23	33394	33033	32801	32801
   query24	10796	2817	2890	2817
   query25	616	400	392	392
   query26	1606	159	150	150
   query27	2980	358	365	358
   query28	7764	1902	1887	1887
   query29	954	637	629	629
   query30	306	147	148	147
   query31	982	722	760	722
   query32	96	57	56	56
   query33	770	258	252	252
   query34	1067	486	491	486
   query35	854	609	612	609
   query36	1021	902	910	902
   query37	111	66	62	62
   query38	3573	3468	3452	3452
   query39	1571	1437	1442	1437
   query40	227	118	116	116
   query41	51	50	48	48
   query42	104	100	93	93
   query43	491	454	459	454
   query44	1196	749	728	728
   query45	259	265	271	265
   query46	1124	700	708	700
   query47	1947	1835	1864	1835
   query48	447	367	363	363
   query49	1200	336	346	336
   query50	760	375	372	372
   query51	6660	6642	6623	6623
   query52	113	91	96	91
   query53	343	278	274	274
   query54	340	249	232	232
   query55	95	83	86	83
   query56	255	241	233	233
   query57	1231	1146	1148	1146
   query58	238	206	212	206
   query59	2756	2649	2469	2469
   query60	265	248	259	248
   query61	115	115	113	113
   query62	677	449	451	449
   query63	304	277	271	271
   query64	7068	4113	4018	4018
   query65	3149	3026	3044	3026
   query66	1446	390	370	370
   query67	15809	14896	14858	14858
   query68	7094	549	539	539
   query69	634	389	397	389
   query70	1242	1137	1181	1137
   query71	502	275	271	271
   query72	6802	2729	2526	2526
   query73	717	322	330	322
   query74	7910	6415	6389	6389
   query75	3507	2225	2167	2167
   query76	4832	926	869	869
   query77	635	263	250	250
   query78	10927	10208	10128	10128
   query79	8193	531	529	529
   query80	1366	406	373	373
   query81	533	221	224	221
   query82	895	86	86	86
   query83	205	147	144	144
   query84	285	82	80	80
   query85	1509	328	318	318
   query86	477	312	312	312
   query87	3725	3519	3515	3515
   query88	4923	2361	2357	2357
   query89	520	377	371	371
   query90	2010	177	173	173
   query91	171	135	139	135
   query92	63	47	47	47
   query93	6797	517	489	489
   query94	1147	174	177	174
   query95	438	333	329	329
   query96	622	268	272	268
   query97	2636	2540	2473	2473
   query98	232	216	206	206
   query99	1236	926	897	897
   Total cold run time: 311492 ms
   Total hot run time: 181263 ms
   ```
   </details>
   


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2020102343

   
   <details>
   <summary>TPC-DS: <b>Total hot run time: 181808 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 a33d60f34af1f1a7c1462cdea00c2941f666b897, data reload: false
   
   query1	936	366	348	348
   query2	6527	1961	1917	1917
   query3	6715	230	238	230
   query4	31831	21341	21435	21341
   query5	4304	415	396	396
   query6	273	177	184	177
   query7	4637	301	300	300
   query8	227	170	182	170
   query9	9001	2252	2224	2224
   query10	565	240	251	240
   query11	14752	14236	14244	14236
   query12	136	89	89	89
   query13	1627	419	415	415
   query14	9649	7642	7881	7642
   query15	265	194	212	194
   query16	8107	273	263	263
   query17	1948	589	558	558
   query18	2072	296	285	285
   query19	251	159	166	159
   query20	96	89	92	89
   query21	202	127	126	126
   query22	5004	4913	4768	4768
   query23	33636	32930	32727	32727
   query24	11131	2846	2901	2846
   query25	642	395	413	395
   query26	1201	166	165	165
   query27	3019	353	355	353
   query28	7748	1881	1870	1870
   query29	922	680	634	634
   query30	299	149	142	142
   query31	971	726	717	717
   query32	94	58	57	57
   query33	762	248	251	248
   query34	1020	484	504	484
   query35	819	619	618	618
   query36	1025	896	886	886
   query37	116	61	65	61
   query38	3544	3454	3494	3454
   query39	1507	1454	1402	1402
   query40	204	114	114	114
   query41	52	47	45	45
   query42	103	96	93	93
   query43	481	459	463	459
   query44	1103	730	725	725
   query45	268	248	251	248
   query46	1104	691	700	691
   query47	1919	1855	1830	1830
   query48	444	360	355	355
   query49	1112	324	329	324
   query50	763	374	378	374
   query51	6807	6522	6540	6522
   query52	111	93	94	93
   query53	342	281	275	275
   query54	286	236	235	235
   query55	90	79	82	79
   query56	243	220	218	218
   query57	1203	1137	1139	1137
   query58	225	205	206	205
   query59	2774	2638	2491	2491
   query60	283	239	247	239
   query61	97	95	95	95
   query62	665	458	444	444
   query63	310	282	285	282
   query64	5762	4071	4071	4071
   query65	3100	3069	3058	3058
   query66	950	385	380	380
   query67	15006	15227	14699	14699
   query68	5349	518	526	518
   query69	582	403	385	385
   query70	1182	1230	1195	1195
   query71	434	278	277	277
   query72	6489	2875	2698	2698
   query73	700	333	323	323
   query74	7662	6444	6493	6444
   query75	2982	2230	2194	2194
   query76	3318	885	902	885
   query77	628	269	273	269
   query78	10840	10106	10293	10106
   query79	8546	543	544	543
   query80	1557	378	371	371
   query81	528	215	222	215
   query82	815	86	86	86
   query83	204	142	143	142
   query84	288	81	79	79
   query85	1462	319	316	316
   query86	428	305	297	297
   query87	3773	3496	3509	3496
   query88	5156	2378	2377	2377
   query89	520	381	367	367
   query90	1967	180	181	180
   query91	170	139	141	139
   query92	59	50	48	48
   query93	6750	499	484	484
   query94	1148	180	176	176
   query95	443	341	333	333
   query96	616	278	268	268
   query97	2681	2479	2477	2477
   query98	225	219	212	212
   query99	1208	901	911	901
   Total cold run time: 302098 ms
   Total hot run time: 181808 ms
   ```
   </details>
   


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "DongLiang-0 (via GitHub)" <gi...@apache.org>.
DongLiang-0 commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2022033904

   run buildall


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "DongLiang-0 (via GitHub)" <gi...@apache.org>.
DongLiang-0 commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2020003797

   run buildall


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2022082041

   
   Load test result on machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   ```
   Load test result on commit ce94cc6347fc6c5f462f63789d51456ea9a81fcb with default session variables
   Stream load json:         18 seconds loaded 2358488459 Bytes, about 124 MB/s
   Stream load orc:          60 seconds loaded 1101869774 Bytes, about 17 MB/s
   Stream load parquet:      31 seconds loaded 861443392 Bytes, about 26 MB/s
   Insert into select:       13.8 seconds inserted 10000000 Rows, about 724K ops/s
   ```
   


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2022061196

   
   <details>
   <summary>TPC-H: <b>Total hot run time: 38330 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 ce94cc6347fc6c5f462f63789d51456ea9a81fcb, data reload: false
   
   ------ Round 1 ----------------------------------
   q1	18303	4188	4129	4129
   q2	2110	156	155	155
   q3	10580	1129	1201	1129
   q4	10834	803	791	791
   q5	8240	3001	3021	3001
   q6	202	125	122	122
   q7	1032	609	567	567
   q8	9339	2010	1986	1986
   q9	8792	6751	6688	6688
   q10	8740	3668	3723	3668
   q11	440	240	234	234
   q12	461	215	206	206
   q13	18661	2850	2909	2850
   q14	252	203	217	203
   q15	537	481	487	481
   q16	730	395	391	391
   q17	1388	549	558	549
   q18	7751	6469	6554	6469
   q19	5747	1387	1368	1368
   q20	547	253	261	253
   q21	3529	2803	2930	2803
   q22	359	296	287	287
   Total cold run time: 118574 ms
   Total hot run time: 38330 ms
   
   ----- Round 2, with runtime_filter_mode=off -----
   q1	4137	4089	4031	4031
   q2	325	226	227	226
   q3	2951	2866	2840	2840
   q4	1796	1615	1546	1546
   q5	5335	5342	5311	5311
   q6	201	115	117	115
   q7	2275	1844	1875	1844
   q8	3132	3244	3256	3244
   q9	8679	8669	8738	8669
   q10	3751	3768	3816	3768
   q11	541	446	435	435
   q12	697	570	537	537
   q13	16938	2839	2852	2839
   q14	270	256	258	256
   q15	495	463	462	462
   q16	465	436	420	420
   q17	1712	1460	1435	1435
   q18	7425	7052	7039	7039
   q19	1595	1537	1548	1537
   q20	1888	1708	1692	1692
   q21	4842	4606	4709	4606
   q22	515	450	454	450
   Total cold run time: 69965 ms
   Total hot run time: 53302 ms
   ```
   </details>
   


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be deleted [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2019989979

   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)
   
   Since 2024-03-18, the Document has been moved to [doris-website](https://github.com/apache/doris-website).
   See [Doris Document](https://cwiki.apache.org/confluence/display/DORIS/Doris+Document).


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2021878281

   
   Load test result on machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   ```
   Load test result on commit 1caaeeb4801441cb252e8cb82807e51e21f61c75 with default session variables
   Stream load json:         18 seconds loaded 2358488459 Bytes, about 124 MB/s
   Stream load orc:          59 seconds loaded 1101869774 Bytes, about 17 MB/s
   Stream load parquet:      31 seconds loaded 861443392 Bytes, about 26 MB/s
   Insert into select:       13.8 seconds inserted 10000000 Rows, about 724K ops/s
   ```
   


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "DongLiang-0 (via GitHub)" <gi...@apache.org>.
DongLiang-0 commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2021820186

   run buildall


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "DongLiang-0 (via GitHub)" <gi...@apache.org>.
DongLiang-0 commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2021819637

   run buildall


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2021872111

   
   <details>
   <summary>TPC-DS: <b>Total hot run time: 181945 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 1caaeeb4801441cb252e8cb82807e51e21f61c75, data reload: false
   
   query1	942	367	362	362
   query2	6528	1941	1860	1860
   query3	6717	220	227	220
   query4	31752	21567	21282	21282
   query5	4323	408	401	401
   query6	273	182	189	182
   query7	4621	293	293	293
   query8	225	170	172	170
   query9	9274	2276	2284	2276
   query10	574	252	274	252
   query11	15440	14140	14355	14140
   query12	144	102	84	84
   query13	1606	422	427	422
   query14	9954	7649	7514	7514
   query15	233	220	201	201
   query16	8037	273	268	268
   query17	1937	578	561	561
   query18	2008	301	290	290
   query19	236	167	165	165
   query20	93	89	89	89
   query21	200	134	127	127
   query22	4940	4793	4789	4789
   query23	33406	32956	33037	32956
   query24	10914	2905	2908	2905
   query25	639	391	395	391
   query26	1371	159	170	159
   query27	3057	359	358	358
   query28	7709	1894	1863	1863
   query29	959	657	627	627
   query30	300	151	152	151
   query31	994	740	738	738
   query32	103	60	60	60
   query33	788	279	265	265
   query34	1056	495	496	495
   query35	857	626	615	615
   query36	1003	886	892	886
   query37	117	69	68	68
   query38	3556	3454	3423	3423
   query39	1504	1483	1429	1429
   query40	213	116	112	112
   query41	52	47	49	47
   query42	111	98	100	98
   query43	490	437	460	437
   query44	1184	741	752	741
   query45	274	255	257	255
   query46	1116	730	722	722
   query47	1909	1827	1842	1827
   query48	453	368	363	363
   query49	1120	334	331	331
   query50	754	375	380	375
   query51	6768	6662	6518	6518
   query52	118	94	96	94
   query53	348	279	276	276
   query54	287	231	237	231
   query55	93	80	81	80
   query56	249	221	223	221
   query57	1216	1130	1136	1130
   query58	224	205	205	205
   query59	2765	2591	2598	2591
   query60	266	259	250	250
   query61	97	95	94	94
   query62	671	454	466	454
   query63	315	277	278	277
   query64	5837	3966	4033	3966
   query65	3149	3029	3028	3028
   query66	1128	374	359	359
   query67	15211	15072	14849	14849
   query68	5394	529	534	529
   query69	583	384	383	383
   query70	1225	1095	1212	1095
   query71	405	272	267	267
   query72	6266	2830	2706	2706
   query73	717	332	333	332
   query74	7667	6513	6423	6423
   query75	2971	2245	2216	2216
   query76	3552	874	896	874
   query77	405	284	270	270
   query78	10747	10025	10133	10025
   query79	7864	544	552	544
   query80	1413	389	390	389
   query81	529	239	228	228
   query82	899	91	92	91
   query83	212	159	153	153
   query84	298	82	85	82
   query85	1536	389	313	313
   query86	461	319	288	288
   query87	3740	3495	3590	3495
   query88	5143	2421	2387	2387
   query89	508	374	369	369
   query90	1998	180	176	176
   query91	165	142	137	137
   query92	66	51	48	48
   query93	6085	508	497	497
   query94	1168	178	177	177
   query95	433	337	327	327
   query96	605	281	272	272
   query97	2678	2462	2479	2462
   query98	232	216	213	213
   query99	1239	909	917	909
   Total cold run time: 302012 ms
   Total hot run time: 181945 ms
   ```
   </details>
   


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2020076235

   
   <details>
   <summary>TPC-H: <b>Total hot run time: 38145 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 a33d60f34af1f1a7c1462cdea00c2941f666b897, data reload: false
   
   ------ Round 1 ----------------------------------
   q1	17973	4189	4113	4113
   q2	2113	157	152	152
   q3	10576	1146	1205	1146
   q4	10972	796	828	796
   q5	7992	3057	2965	2965
   q6	209	127	125	125
   q7	1064	621	606	606
   q8	9440	2049	2027	2027
   q9	8972	6731	6691	6691
   q10	8642	3479	3645	3479
   q11	1332	235	227	227
   q12	716	203	200	200
   q13	19392	2909	2892	2892
   q14	226	218	218	218
   q15	508	468	459	459
   q16	496	373	379	373
   q17	943	531	618	531
   q18	7146	6463	6353	6353
   q19	3396	1431	1377	1377
   q20	545	251	268	251
   q21	3675	3057	2862	2862
   q22	349	308	302	302
   Total cold run time: 116677 ms
   Total hot run time: 38145 ms
   
   ----- Round 2, with runtime_filter_mode=off -----
   q1	4121	4069	4063	4063
   q2	337	233	230	230
   q3	2955	2835	2869	2835
   q4	1854	1586	1580	1580
   q5	5280	5297	5342	5297
   q6	191	116	119	116
   q7	2237	1861	1859	1859
   q8	3153	3298	3288	3288
   q9	8723	8625	8655	8625
   q10	3742	3800	3713	3713
   q11	579	440	447	440
   q12	743	543	547	543
   q13	16926	2878	2856	2856
   q14	279	253	255	253
   q15	506	451	459	451
   q16	472	429	423	423
   q17	1729	1466	1463	1463
   q18	7383	7110	6974	6974
   q19	1596	1464	1524	1464
   q20	1890	1724	1717	1717
   q21	4924	4788	4836	4788
   q22	569	469	467	467
   Total cold run time: 70189 ms
   Total hot run time: 53445 ms
   ```
   </details>
   


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Re: [PR] [fix](schema-change)Fix the light-schema-change api's incorrect judgment on whether the current column can be dropped [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #32843:
URL: https://github.com/apache/doris/pull/32843#issuecomment-2021863744

   
   <details>
   <summary>TPC-H: <b>Total hot run time: 37854 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 1caaeeb4801441cb252e8cb82807e51e21f61c75, data reload: false
   
   ------ Round 1 ----------------------------------
   q1	17628	4294	4091	4091
   q2	2115	159	155	155
   q3	10648	1186	1196	1186
   q4	10249	811	779	779
   q5	7466	3015	2974	2974
   q6	205	127	124	124
   q7	1022	592	582	582
   q8	9331	1978	1999	1978
   q9	7093	6613	6567	6567
   q10	8439	3422	3556	3422
   q11	433	229	219	219
   q12	397	204	198	198
   q13	17799	2838	2833	2833
   q14	228	215	224	215
   q15	508	448	456	448
   q16	497	382	376	376
   q17	940	533	584	533
   q18	7120	6411	6408	6408
   q19	1894	1429	1493	1429
   q20	538	252	265	252
   q21	3548	2914	2794	2794
   q22	345	304	291	291
   Total cold run time: 108443 ms
   Total hot run time: 37854 ms
   
   ----- Round 2, with runtime_filter_mode=off -----
   q1	4080	4028	4076	4028
   q2	334	242	225	225
   q3	2960	2851	2835	2835
   q4	1844	1551	1543	1543
   q5	5303	5303	5313	5303
   q6	201	116	118	116
   q7	2267	1832	1879	1832
   q8	3127	3268	3282	3268
   q9	8672	8644	8639	8639
   q10	3804	3787	3799	3787
   q11	549	444	446	444
   q12	703	550	551	550
   q13	16914	2868	2851	2851
   q14	281	250	255	250
   q15	498	465	461	461
   q16	466	441	425	425
   q17	1727	1492	1449	1449
   q18	7303	7193	7058	7058
   q19	1618	1459	1536	1459
   q20	1902	1742	1715	1715
   q21	4868	4581	4816	4581
   q22	546	473	474	473
   Total cold run time: 69967 ms
   Total hot run time: 53292 ms
   ```
   </details>
   


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