mbutrovich commented on PR #15466:
URL: https://github.com/apache/datafusion/pull/15466#issuecomment-2794522838
Still seeing if this is just noise, but here are flame graphs for Q14 from
my machine if anyone else wants to stare at them:
This PR:

Dandandan commented on PR #15466:
URL: https://github.com/apache/datafusion/pull/15466#issuecomment-2791658055
I wonder if `alamb_test_upgrade_54` has the latest version of 54? Some
performance improvements happened there as well (e.g.
https://github.com/apache/arrow-rs/pull/7195/files shou
alamb commented on PR #15466:
URL: https://github.com/apache/datafusion/pull/15466#issuecomment-2789356373
🤖 `./gh_compare_branch.sh` [Benchmark
Script](https://github.com/alamb/datafusion-benchmarking) Running
Linux aal-dev 6.8.0-1016-gcp #18-Ubuntu SMP Fri Oct 4 22:16:29 UTC 2024
x86_
alamb commented on PR #15466:
URL: https://github.com/apache/datafusion/pull/15466#issuecomment-2789500250
🤖: Benchmark completed
Details
```
Comparing HEAD and alamb_test_upgrade_54
Benchmark clickbench_extended.json
alamb commented on PR #15466:
URL: https://github.com/apache/datafusion/pull/15466#issuecomment-2789363141
🤖 `./gh_compare_branch.sh` [Benchmark
Script](https://github.com/alamb/datafusion-benchmarking) Running
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x86_
alamb commented on PR #15466:
URL: https://github.com/apache/datafusion/pull/15466#issuecomment-2789353839
🤖 `./gh_compare_branch.sh` [Benchmark
Script](https://github.com/alamb/datafusion-benchmarking) Running
Linux aal-dev 6.8.0-1016-gcp #18-Ubuntu SMP Fri Oct 4 22:16:29 UTC 2024
x86_
alamb commented on PR #15466:
URL: https://github.com/apache/datafusion/pull/15466#issuecomment-2789352434
🤖 `./gh_compare_branch.sh` [Benchmark
Script](https://github.com/alamb/datafusion-benchmarking) Running
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x86_
alamb commented on PR #15466:
URL: https://github.com/apache/datafusion/pull/15466#issuecomment-2787488417
🤖 `./gh_compare_branch.sh` [Benchmark
Script](https://github.com/alamb/datafusion-benchmarking) Running
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alamb commented on code in PR #15466:
URL: https://github.com/apache/datafusion/pull/15466#discussion_r2033373202
##
datafusion/functions-aggregate/benches/array_agg.rs:
##
@@ -19,17 +19,23 @@ use std::sync::Arc;
use arrow::array::{
Array, ArrayRef, ArrowPrimitiveType, A
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