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Posted to issues@lucene.apache.org by GitBox <gi...@apache.org> on 2020/03/26 01:17:56 UTC
[GitHub] [lucene-solr] mayya-sharipova commented on issue #1351:
LUCENE-9280: Collectors to skip noncompetitive documents
mayya-sharipova commented on issue #1351: LUCENE-9280: Collectors to skip noncompetitive documents
URL: https://github.com/apache/lucene-solr/pull/1351#issuecomment-604173071
I have run some benchmarking using `luceneutil`.
As the new sort optimization uses a new `LongDocValuesPointSortField` that is not present in `luceneutil`, I had to hack `luceneutil` as follows:
1. I added a sort task on a long field `TermDateTimeSort` to `wikimedium.1M.nostopwords.tasks` . This task was present in `wikinightly.tasks` , but was not able for wikimedium 1M and 10M tasks
2. I indexed the corresponding field `lastModNDV` as `LongPoint` as well. It was only indexed as `NumericDocValuesField` before, but for the sort optimization we need long values to be indexed both as docValues and as points.
3. I modified `SearchTask.java` to have `TopFieldCollector` with `totalHitsThreshold` set to `topK`: `final TopFieldCollector c = TopFieldCollector.create(s, topN, null, topN);` Sort optimization only works when we set total hits threshold.
4. For the patch version , I modified sort in `TaskParser.java`. Instead of `lastModNDVSort = new Sort(new SortField("lastModNDV", SortField.Type.LONG));` I useed the optimized sort: `lastModNDVSort = new Sort(new LongDocValuesPointSortField("lastModNDV"));`
Here the main point of comparison is `TermDTSort` as it is the only sort on long field. Other sorts are presented to demonstrate a possible regression or absence on them.
---
wikimedium1m
| TaskQPS | baseline QPS | StdDevQPS | my_modified_version QPS | StdDevQPS |
| --------------------- | -----------: | --------: | ----------------------: | --------: |
| **TermDTSort** | 507.20 | (11.2%) | 550.02 | (16.1%) |
| HighTermMonthSort | 550.06 | (10.4%) | 443.69 | (16.1%) |
| HighTermDayOfYearSort | 105.62 | (24.9%) | 91.93 | (22.1%) |
---
wikimedium10m
| TaskQPS | baseline QPS | StdDevQPS | my_modified_version QPS | StdDevQPS |
| --------------------- | -----------: | --------: | ----------------------: | --------: |
| **TermDTSort** | 147.64 | (11.5%) | 547.80 | (6.6%) |
| HighTermMonthSort | 147.85 | (12.2%) | 239.28 | (7.3%) |
| HighTermDayOfYearSort | 74.44 | (7.7%) | 42.56 | (12.1%) |
For wikimedium1m using `LongDocValuesPointSortField` doesn't seem to have much effect. As probably in this index segments are smaller, and probably optimization was completely skipped on those segments.
For wikimedium10m using `LongDocValuesPointSortField` instead of usual `SortField.Type.LONG` **brings about 3x speedups**.
There is so regression/speedups for the sort tasks of HighTermMonthSort and HighTermDayOfYearSort, which I don't know the reason why, as they should not be effected.
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