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Posted to commits@pinot.apache.org by "xiangfu0 (via GitHub)" <gi...@apache.org> on 2023/02/09 21:43:27 UTC
[GitHub] [pinot] xiangfu0 commented on pull request #10254: Handle big In clause
xiangfu0 commented on PR #10254:
URL: https://github.com/apache/pinot/pull/10254#issuecomment-1424877502
Put some preliminary results here:
Dictionary Size = 40243
| IN clause size | Binary search | w/ BloomFilter | Sort In Clause | Merge Sort |
|---------------|---------------|---------------|---------------|-------------|
|1000 | 0.702665593 | 0.477092053 | 1.261689 | 0.456446174|
|2000 | 0.976426609 | 0.469555765 | 1.874155 | 2.35581563|
|3000 | 1.395156561 | 0.54921677 | 2.016092 | 2.303482286|
|4000 | 1.880918723 | 0.750761251 | 2.0648 | 2.362960455|
|5000 | 2.761192677 | 1.066657953 | 2.763625 | 2.96542384|
|6000 | 2.8582977489999997 | 1.1276038309999998 | 2.564282 | 2.592623574|
|7000 | 3.742143986 | 1.413617315 | 2.552672 | 2.599197506|
|8000 | 4.295347995 | 1.532301406 | 2.577749 | 2.6646445659999998|
|9000 | 4.453696857 | 1.839579689 | 2.453438 | 2.9550764199999997|
|10000 | 5.223760384 | 2.141856571 | 2.821829 | 3.604565735|
|11000 | 5.859459020999999 | 2.753079806 | 3.826208 | 3.017545197|
|12000 | 5.9234032800000005 | 2.296612749 | 3.378312 | 3.146833064|
|13000 | 6.706917585 | 2.536116155 | 3.630198 | 3.1185865600000002|
|14000 | 8.850008513 | 3.5461908650000002 | 4.859677 | 3.913546161|
|15000 | 8.187981332 | 3.143937341 | 5.251953 | 3.225024074|
|16000 | 8.206689118 | 3.1599710709999997 | 4.73979 | 3.47502625|
|17000 | 8.672926212 | 3.4895446430000003 | 5.149827 | 3.453563212|
|18000 | 9.326708343 | 3.653541142 | 5.452587 | 3.8414371270000003|
|19000 | 9.526910202 | 3.919721084 | 6.442396 | 3.824844376|
|20000 | 10.616695003999999 | 4.158644734 | 6.126283 | 3.8659291280000003|
|21000 | 10.534084935000001 | 4.347735899 | 6.333432 | 3.969913246|
|22000 | 11.031193614 | 4.452593734 | 6.968554 | 3.994151205|
|23000 | 11.293810134 | 4.814520738000001 | 7.332608 | 4.147165715|
|24000 | 11.919929299 | 4.9986157229999995 | 7.446203 | 4.218936294|
|25000 | 12.658507581 | 5.000232526 | 7.558624 | 4.9323873890000005|
|26000 | 13.544178467 | 5.49112032 | 8.372786 | 4.894930091|
|27000 | 13.328060074000001 | 5.939238627 | 8.529412 | 4.883065706|
|28000 | 14.697835813 | 5.68747577 | 9.463493 | 5.320589308|
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