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Posted to commits@doris.apache.org by "jacktengg (via GitHub)" <gi...@apache.org> on 2024/01/29 17:04:41 UTC

[PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

jacktengg opened a new pull request, #30538:
URL: https://github.com/apache/doris/pull/30538

   ## Proposed changes
   
   Issue Number: close #xxx
   Improve memory counters for operators, e.g.:
   scanner merged:
   ```
                  VScanner:
                     - MemoryUsage: sum , avg , max , min 
                       - FreeBlocks: sum 1.98 GB, avg 42.16 MB, max 75.55 MB, min 14.25 MB
                       - QueuedBlocks: sum 2.35 GB, avg 50.13 MB, max 81.64 MB, min 27.02 MB
   ```
   scanner:
   ```
   VScanner:
                    - MemoryUsage: 
                      - FreeBlocks: 15.53 MB
                      - QueuedBlocks: 36.12 MB
   ```
   
   hash join sink merged:
   ```
              HASH_JOIN_SINK_OPERATOR (id=44):
                 - MemoryUsage: sum , avg , max , min 
                   - BuildBlocks: sum 31.28 MB, avg 667.33 KB, max 674.78 KB, min 659.93 KB
                   - BuildKeyArena: sum 17.19 MB, avg 366.75 KB, max 372.00 KB, min 364.00 KB
                   - HashTable: sum 9.38 MB, avg 200.15 KB, max 200.96 KB, min 199.35 KB
                   - PeakMemoryUsage: sum 57.67 MB, avg 1.20 MB, max 1.21 MB, min 1.19 MB
   ```
   hash join sink:
   ```
             HASH_JOIN_SINK_OPERATOR (id=43):
                - MemoryUsage: 
                  - BuildBlocks: 681.86 KB
                  - BuildKeyArena: 376.00 KB
                  - HashTable: 201.72 KB
                  - PeakMemoryUsage: 1.23 MB
   ```
   
   sort sink merged:
   ```
              SORT_SINK_OPERATOR (id=45):
                 - MemoryUsage: sum , avg , max , min 
                   - PeakMemoryUsage: sum 5.73 MB, avg 122.22 KB, max 129.96 KB, min 114.84 KB
                   - SortBlocks: sum 5.73 MB, avg 122.22 KB, max 129.96 KB, min 114.84 KB
   ```
   sort sink:
   ```
             SORT_SINK_OPERATOR (id=45):
                - MemoryUsage: 
                  - PeakMemoryUsage: 121.77 KB
                  - SortBlocks: 121.77 KB
   ```
   
   ## 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] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "jacktengg (via GitHub)" <gi...@apache.org>.
jacktengg commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1915896309

    run pipelinex_p0


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1916068915

   
   Load test result on machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   ```
   Load test result on commit c102a6c0e89da6dbb2faa7672a8b59d9dc932ddb with default session variables
   Stream load json:         20 seconds loaded 2358488459 Bytes, about 112 MB/s
   Stream load orc:          58 seconds loaded 1101869774 Bytes, about 18 MB/s
   Stream load parquet:      32 seconds loaded 861443392 Bytes, about 25 MB/s
   Insert into select:       13.5 seconds inserted 10000000 Rows, about 740K ops/s
   ```
   


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1915304937

   
   <details>
   <summary>ClickBench: <b>Total hot run time: 31.07 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 805519b3e81a452118fcb1fb1188226d5e9ff708, data reload: false
   
   query1	0.04	0.03	0.02
   query2	0.05	0.02	0.02
   query3	0.22	0.06	0.06
   query4	1.69	0.10	0.10
   query5	0.52	0.51	0.52
   query6	1.21	0.63	0.64
   query7	0.02	0.02	0.01
   query8	0.03	0.03	0.03
   query9	0.56	0.51	0.51
   query10	0.57	0.56	0.58
   query11	0.12	0.08	0.08
   query12	0.12	0.09	0.09
   query13	0.60	0.61	0.60
   query14	0.79	0.81	0.81
   query15	0.80	0.78	0.77
   query16	0.38	0.40	0.39
   query17	1.04	1.04	1.04
   query18	0.21	0.26	0.23
   query19	1.93	1.78	1.81
   query20	0.02	0.01	0.01
   query21	15.42	0.56	0.56
   query22	2.26	2.53	1.55
   query23	17.41	0.76	0.81
   query24	2.40	1.57	1.29
   query25	0.44	0.17	0.07
   query26	0.61	0.15	0.14
   query27	0.05	0.06	0.05
   query28	10.91	0.86	0.83
   query29	12.65	3.20	3.20
   query30	0.64	0.52	0.53
   query31	2.79	0.35	0.36
   query32	3.35	0.48	0.48
   query33	3.23	3.19	3.31
   query34	15.92	4.31	4.23
   query35	4.30	4.30	4.30
   query36	1.10	1.05	1.08
   query37	0.06	0.04	0.04
   query38	0.04	0.03	0.03
   query39	0.02	0.01	0.02
   query40	0.17	0.13	0.13
   query41	0.07	0.01	0.02
   query42	0.02	0.02	0.01
   query43	0.03	0.02	0.02
   Total cold run time: 104.81 s
   Total hot run time: 31.07 s
   ```
   </details>
   


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1916024863

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


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1916024879

   PR approved by anyone and no changes requested.


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "jacktengg (via GitHub)" <gi...@apache.org>.
jacktengg commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1916025348

   run pipelinex_p0


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1916032856

   clang-tidy review says "All clean, LGTM! :+1:"


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1915203238

   clang-tidy review says "All clean, LGTM! :+1:"


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1916053546

   
   <details>
   <summary>TPC-H: <b>Total hot run time: 36672 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 c102a6c0e89da6dbb2faa7672a8b59d9dc932ddb, data reload: false
   
   ------ Round 1 ----------------------------------
   q1	17641	4424	4443	4424
   q2	2034	137	134	134
   q3	10593	923	937	923
   q4	4647	730	694	694
   q5	7662	2777	2842	2777
   q6	183	118	118	118
   q7	1160	721	723	721
   q8	9252	1973	1993	1973
   q9	7207	6282	6326	6282
   q10	8084	2457	2391	2391
   q11	425	204	196	196
   q12	743	265	281	265
   q13	18020	3276	3263	3263
   q14	267	249	257	249
   q15	523	516	497	497
   q16	463	395	405	395
   q17	927	504	500	500
   q18	6704	5987	5848	5848
   q19	1560	1452	1382	1382
   q20	570	333	323	323
   q21	7093	3062	3029	3029
   q22	822	317	288	288
   Total cold run time: 106580 ms
   Total hot run time: 36672 ms
   
   ----- Round 2, with runtime_filter_mode=off -----
   q1	4471	4398	4362	4362
   q2	327	232	230	230
   q3	3027	2837	2840	2837
   q4	1842	1579	1654	1579
   q5	5208	5272	5251	5251
   q6	192	115	112	112
   q7	2174	1730	1748	1730
   q8	3115	3241	3213	3213
   q9	8311	8343	8287	8287
   q10	5873	3609	3506	3506
   q11	534	473	457	457
   q12	729	570	595	570
   q13	14598	3037	3072	3037
   q14	271	255	261	255
   q15	534	494	494	494
   q16	529	474	458	458
   q17	1823	1669	1707	1669
   q18	7908	7764	7516	7516
   q19	10474	1545	1524	1524
   q20	2156	1903	1890	1890
   q21	4874	4691	4598	4598
   q22	533	457	493	457
   Total cold run time: 79503 ms
   Total hot run time: 54032 ms
   ```
   </details>
   


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1916045522

   TeamCity be ut coverage result:
    Function Coverage: 36.19% (8625/23831) 
    Line Coverage: 28.26% (70546/249653)
    Region Coverage: 27.25% (36399/133554)
    Branch Coverage: 24.06% (18657/77558)
    Coverage Report: http://coverage.selectdb-in.cc/coverage/c102a6c0e89da6dbb2faa7672a8b59d9dc932ddb_c102a6c0e89da6dbb2faa7672a8b59d9dc932ddb/report/index.html


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1915290810

   TeamCity be ut coverage result:
    Function Coverage: 36.18% (8621/23827) 
    Line Coverage: 28.25% (70507/249624)
    Region Coverage: 27.24% (36380/133538)
    Branch Coverage: 24.04% (18642/77552)
    Coverage Report: http://coverage.selectdb-in.cc/coverage/805519b3e81a452118fcb1fb1188226d5e9ff708_805519b3e81a452118fcb1fb1188226d5e9ff708/report/index.html


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "jacktengg (via GitHub)" <gi...@apache.org>.
jacktengg commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1916025633

   run buildall


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1915309435

   
   Load test result on machine: 'aliyun_ecs.c7a.8xlarge_32C64G'
   ```
   Load test result on commit 805519b3e81a452118fcb1fb1188226d5e9ff708 with default session variables
   Stream load json:         18 seconds loaded 2358488459 Bytes, about 124 MB/s
   Stream load orc:          58 seconds loaded 1101869774 Bytes, about 18 MB/s
   Stream load parquet:      32 seconds loaded 861443392 Bytes, about 25 MB/s
   Insert into select:       13.5 seconds inserted 10000000 Rows, about 740K ops/s
   ```
   


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "jacktengg (via GitHub)" <gi...@apache.org>.
jacktengg commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1915181614

   run buildall


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1916062473

   
   <details>
   <summary>TPC-DS: <b>Total hot run time: 172729 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 c102a6c0e89da6dbb2faa7672a8b59d9dc932ddb, data reload: false
   
   query1	921	333	330	330
   query2	6568	1965	1944	1944
   query3	6697	199	197	197
   query4	26921	22065	22082	22065
   query5	4453	353	353	353
   query6	256	159	146	146
   query7	4622	262	261	261
   query8	250	174	178	174
   query9	9035	2331	2298	2298
   query10	409	201	201	201
   query11	16848	15426	15261	15261
   query12	129	66	64	64
   query13	1701	375	375	375
   query14	9252	6573	6452	6452
   query15	225	188	191	188
   query16	6314	253	243	243
   query17	1868	477	459	459
   query18	1827	258	257	257
   query19	180	126	126	126
   query20	73	73	68	68
   query21	197	131	132	131
   query22	4866	4782	4746	4746
   query23	31002	30268	30262	30262
   query24	7053	2735	2717	2717
   query25	484	315	297	297
   query26	818	134	134	134
   query27	2473	283	285	283
   query28	4032	1886	1855	1855
   query29	904	606	629	606
   query30	202	135	134	134
   query31	900	709	717	709
   query32	81	49	52	49
   query33	421	212	208	208
   query34	810	458	462	458
   query35	819	751	783	751
   query36	1260	1201	1189	1189
   query37	96	59	59	59
   query38	3246	3176	3135	3135
   query39	1308	1260	1265	1260
   query40	194	87	80	80
   query41	37	36	33	33
   query42	94	80	85	80
   query43	478	490	494	490
   query44	1089	687	691	687
   query45	198	176	174	174
   query46	1033	657	643	643
   query47	1556	1428	1496	1428
   query48	382	302	326	302
   query49	624	272	285	272
   query50	684	310	304	304
   query51	5279	5211	5148	5148
   query52	91	80	77	77
   query53	346	258	272	258
   query54	222	185	178	178
   query55	78	72	75	72
   query56	177	165	163	163
   query57	987	917	885	885
   query58	186	145	154	145
   query59	2294	2404	2268	2268
   query60	198	177	178	177
   query61	81	80	80	80
   query62	443	370	342	342
   query63	289	268	277	268
   query64	3485	1742	1712	1712
   query65	3289	3217	3217	3217
   query66	1088	312	322	312
   query67	14637	14500	14214	14214
   query68	4002	504	478	478
   query69	451	300	317	300
   query70	1531	1541	1538	1538
   query71	296	210	213	210
   query72	3669	2793	2805	2793
   query73	678	311	318	311
   query74	6596	6243	6258	6243
   query75	2769	2335	2297	2297
   query76	2937	960	963	960
   query77	375	227	222	222
   query78	9117	8770	8512	8512
   query79	2502	485	493	485
   query80	2118	319	313	313
   query81	512	200	196	196
   query82	711	81	81	81
   query83	245	114	118	114
   query84	279	78	69	69
   query85	1955	342	314	314
   query86	508	397	376	376
   query87	3409	3295	3313	3295
   query88	3580	2202	2167	2167
   query89	433	347	364	347
   query90	2031	185	188	185
   query91	149	120	114	114
   query92	52	42	46	42
   query93	2475	420	437	420
   query94	1348	155	156	155
   query95	498	453	449	449
   query96	625	310	308	308
   query97	4217	4134	4134	4134
   query98	216	194	183	183
   query99	1000	678	664	664
   Total cold run time: 260344 ms
   Total hot run time: 172729 ms
   ```
   </details>
   


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1916066525

   
   <details>
   <summary>ClickBench: <b>Total hot run time: 30.44 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 c102a6c0e89da6dbb2faa7672a8b59d9dc932ddb, data reload: false
   
   query1	0.04	0.03	0.03
   query2	0.06	0.03	0.02
   query3	0.23	0.07	0.06
   query4	1.65	0.10	0.10
   query5	0.56	0.52	0.52
   query6	1.19	0.64	0.65
   query7	0.01	0.02	0.01
   query8	0.04	0.03	0.03
   query9	0.55	0.52	0.50
   query10	0.56	0.55	0.55
   query11	0.12	0.08	0.08
   query12	0.11	0.08	0.09
   query13	0.60	0.61	0.61
   query14	0.78	0.82	0.78
   query15	0.79	0.79	0.78
   query16	0.37	0.39	0.38
   query17	1.01	0.99	1.02
   query18	0.21	0.27	0.24
   query19	1.90	1.80	1.74
   query20	0.02	0.01	0.01
   query21	15.41	0.57	0.58
   query22	2.45	3.14	1.91
   query23	17.37	0.75	0.90
   query24	2.54	0.31	1.38
   query25	0.31	0.24	0.20
   query26	0.44	0.14	0.14
   query27	0.05	0.05	0.04
   query28	11.59	0.85	0.83
   query29	12.59	3.13	3.21
   query30	0.61	0.57	0.56
   query31	2.78	0.35	0.36
   query32	3.32	0.49	0.48
   query33	3.21	3.20	3.25
   query34	15.69	4.24	4.29
   query35	4.38	4.34	4.27
   query36	1.09	1.05	1.06
   query37	0.07	0.05	0.05
   query38	0.03	0.03	0.03
   query39	0.02	0.01	0.02
   query40	0.16	0.13	0.13
   query41	0.07	0.02	0.01
   query42	0.03	0.01	0.02
   query43	0.03	0.02	0.02
   Total cold run time: 105.04 s
   Total hot run time: 30.44 s
   ```
   </details>
   


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1915295650

   
   <details>
   <summary>TPC-DS: <b>Total hot run time: 172244 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 805519b3e81a452118fcb1fb1188226d5e9ff708, data reload: false
   
   query1	939	334	322	322
   query2	6570	1851	1904	1851
   query3	6732	203	198	198
   query4	27119	22072	22023	22023
   query5	4451	351	347	347
   query6	252	151	164	151
   query7	4609	260	248	248
   query8	242	170	177	170
   query9	8917	2291	2264	2264
   query10	411	205	201	201
   query11	16607	15301	15528	15301
   query12	125	66	59	59
   query13	1674	366	364	364
   query14	9368	6682	6471	6471
   query15	211	175	180	175
   query16	6427	248	247	247
   query17	1920	485	470	470
   query18	1928	265	247	247
   query19	173	131	133	131
   query20	76	71	67	67
   query21	200	128	135	128
   query22	4909	4769	4790	4769
   query23	31138	30191	30227	30191
   query24	8142	2782	2704	2704
   query25	544	301	298	298
   query26	828	139	134	134
   query27	2762	284	283	283
   query28	5756	1852	1835	1835
   query29	902	601	605	601
   query30	284	136	137	136
   query31	915	705	716	705
   query32	90	51	49	49
   query33	447	216	205	205
   query34	807	450	450	450
   query35	833	786	756	756
   query36	1285	1156	1192	1156
   query37	91	56	58	56
   query38	3307	3196	3174	3174
   query39	1298	1247	1241	1241
   query40	195	85	81	81
   query41	36	35	34	34
   query42	90	83	81	81
   query43	536	470	483	470
   query44	1014	685	678	678
   query45	192	178	173	173
   query46	1059	641	611	611
   query47	1511	1549	1478	1478
   query48	378	302	318	302
   query49	1105	283	274	274
   query50	668	297	302	297
   query51	5258	5152	5127	5127
   query52	84	80	71	71
   query53	327	255	254	254
   query54	227	181	182	181
   query55	76	72	76	72
   query56	179	173	163	163
   query57	968	910	925	910
   query58	180	157	151	151
   query59	2378	2335	2234	2234
   query60	198	170	173	170
   query61	82	87	79	79
   query62	583	362	348	348
   query63	270	250	265	250
   query64	4001	1716	1706	1706
   query65	3302	3238	3178	3178
   query66	1136	314	328	314
   query67	14483	14127	14556	14127
   query68	4092	489	478	478
   query69	440	308	303	303
   query70	1429	1527	1496	1496
   query71	278	216	220	216
   query72	3765	2817	2802	2802
   query73	684	308	308	308
   query74	6738	6216	6336	6216
   query75	2774	2356	2324	2324
   query76	3001	961	964	961
   query77	346	219	218	218
   query78	9125	8928	8629	8629
   query79	2465	481	477	477
   query80	1296	312	301	301
   query81	513	194	196	194
   query82	874	78	74	74
   query83	210	116	115	115
   query84	235	71	76	71
   query85	1076	316	311	311
   query86	463	378	388	378
   query87	3421	3307	3284	3284
   query88	3816	2167	2148	2148
   query89	408	326	369	326
   query90	2003	182	177	177
   query91	148	116	118	116
   query92	55	40	45	40
   query93	1759	443	431	431
   query94	1184	158	156	156
   query95	484	478	439	439
   query96	606	318	317	317
   query97	4238	4107	4109	4107
   query98	198	195	178	178
   query99	1063	661	712	661
   Total cold run time: 262992 ms
   Total hot run time: 172244 ms
   ```
   </details>
   


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1915201993

   clang-tidy review says "All clean, LGTM! :+1:"


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Re: [PR] [pipelinex](profile) improve memory counter of pipelineX [doris]

Posted by "doris-robot (via GitHub)" <gi...@apache.org>.
doris-robot commented on PR #30538:
URL: https://github.com/apache/doris/pull/30538#issuecomment-1915277852

   
   <details>
   <summary>TPC-H: <b>Total hot run time: 36868 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 805519b3e81a452118fcb1fb1188226d5e9ff708, data reload: false
   
   ------ Round 1 ----------------------------------
   q1	17657	4748	4491	4491
   q2	2050	138	132	132
   q3	10608	924	948	924
   q4	4655	685	721	685
   q5	7656	2835	2827	2827
   q6	187	120	117	117
   q7	1123	726	712	712
   q8	9260	2015	2018	2015
   q9	7260	6320	6353	6320
   q10	8120	2432	2466	2432
   q11	413	211	194	194
   q12	703	267	262	262
   q13	18030	3287	3279	3279
   q14	277	253	243	243
   q15	526	525	482	482
   q16	478	405	418	405
   q17	946	559	494	494
   q18	6764	5959	5862	5862
   q19	1573	1372	1317	1317
   q20	586	334	342	334
   q21	6643	3086	3058	3058
   q22	797	294	283	283
   Total cold run time: 106312 ms
   Total hot run time: 36868 ms
   
   ----- Round 2, with runtime_filter_mode=off -----
   q1	4521	4427	4394	4394
   q2	350	240	234	234
   q3	3010	2856	2913	2856
   q4	1831	1729	1663	1663
   q5	5236	5329	5236	5236
   q6	193	112	111	111
   q7	2131	1793	1774	1774
   q8	3141	3219	3243	3219
   q9	8385	8371	8371	8371
   q10	5778	3571	3624	3571
   q11	560	468	453	453
   q12	752	578	599	578
   q13	12407	3102	3075	3075
   q14	280	260	253	253
   q15	545	485	487	485
   q16	538	493	484	484
   q17	1866	1734	1710	1710
   q18	8081	7613	7428	7428
   q19	7786	1548	1594	1548
   q20	2141	1902	1884	1884
   q21	4862	4622	4591	4591
   q22	535	462	478	462
   Total cold run time: 74929 ms
   Total hot run time: 54380 ms
   ```
   </details>
   


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