Vectorized aggregation with grouping by one fixed-size column #7341
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Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #7341 +/- ##
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+ Coverage 80.06% 82.27% +2.21%
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Files 190 237 +47
Lines 37181 43668 +6487
Branches 9450 10957 +1507
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+ Hits 29770 35930 +6160
- Misses 2997 3403 +406
+ Partials 4414 4335 -79 ☔ View full report in Codecov by Sentry. |
erimatnor
approved these changes
Dec 18, 2024
tsl/src/nodes/vector_agg/exec.c
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| * Currently the only grouping policy we use is per-batch grouping. | ||
| * Determine which grouping policy we are going to use. |
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Out of curiosity: Why is the grouping policy decided at execution time and not plan time? Should it not affect the plan and cost calc?
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I moved it all to plan time, although as we discussed today on call, it doesn't affect the costs yet.
Co-authored-by: Erik Nordström <[email protected]> Signed-off-by: Alexander Kuzmenkov <[email protected]>
Co-authored-by: Erik Nordström <[email protected]> Signed-off-by: Alexander Kuzmenkov <[email protected]>
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The implementation uses the Postgres simplehash hash table for by-value fixed-size compressed columns.
The biggest improvement on a "sensible" query is about 90%, and a couple of queries show bigger improvements but these are very synthetic cases that don't make much sense:
https://grafana.ops.savannah-dev.timescale.com/d/fasYic_4z/compare-akuzm?orgId=1&var-branch=All&var-run1=3815&var-run2=3816&var-threshold=0.02&var-use_historical_thresholds=true&var-threshold_expression=2%20%2A%20percentile_cont%280.90%29&var-exact_suite_version=false&from=now-2d&to=now