You are viewing a plain text version of this content. The canonical link for it is here.
Posted to github@datafusion.apache.org by "comphead (via GitHub)" <gi...@apache.org> on 2026/06/09 01:16:48 UTC
[PR] feat: Support IEEE 754 for SQL ops [datafusion]
comphead opened a new pull request, #22835:
URL: https://github.com/apache/datafusion/pull/22835
## Which issue does this PR close?
<!--
We generally require a GitHub issue to be filed for all bug fixes and enhancements and this helps us generate change logs for our releases. You can link an issue to this PR using the GitHub syntax. For example `Closes #123` indicates that this PR will close issue #123.
-->
- Closes #22826 .
- Closes #22490
## Rationale for this change
<!--
Why are you proposing this change? If this is already explained clearly in the issue then this section is not needed.
Explaining clearly why changes are proposed helps reviewers understand your changes and offer better suggestions for fixes.
-->
## What changes are included in this PR?
<!--
There is no need to duplicate the description in the issue here but it is sometimes worth providing a summary of the individual changes in this PR.
-->
## Are these changes tested?
<!--
We typically require tests for all PRs in order to:
1. Prevent the code from being accidentally broken by subsequent changes
2. Serve as another way to document the expected behavior of the code
If tests are not included in your PR, please explain why (for example, are they covered by existing tests)?
-->
## Are there any user-facing changes?
<!--
If there are user-facing changes then we may require documentation to be updated before approving the PR.
-->
<!--
If there are any breaking changes to public APIs, please add the `api change` label.
-->
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 negative zero semantics [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4655789465
๐ค Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/22835#issuecomment-4655762895)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c4655762895-498-4xr8g 6.12.68+ #1 SMP Sat May 2 07:49:07 UTC 2026 aarch64 GNU/Linux`
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
Comparing array_nan (beb87507393baad0bf7d0da1cdbe1196d5ef1b28) to 883c38e (merge-base) [diff](https://github.com/apache/datafusion/compare/883c38ee022ccd3e77cd0d4a4647e6a304762faf..beb87507393baad0bf7d0da1cdbe1196d5ef1b28) using: tpcds
Results will be posted here when complete
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 for SQL ops [datafusion]
Posted by "comphead (via GitHub)" <gi...@apache.org>.
comphead commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4655326814
run benchmark tpch tpcds
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 negative zero semantics [datafusion]
Posted by "mbutrovich (via GitHub)" <gi...@apache.org>.
mbutrovich commented on code in PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#discussion_r3383950813
##########
datafusion/common/src/utils/mod.rs:
##########
@@ -1395,24 +1395,55 @@ fn fsl_values_row_number(list_size: i32, array_len: usize) -> Result<Int32Array>
/// semantics, which treats `-0.0` and `+0.0` as distinct. SQL semantics
/// (PostgreSQL / IEEE 754 equality) require them to compare equal, so
/// callers normalize before invoking those kernels.
+///
+/// The common case โ no `-0.0` present โ is allocation-free: a single
Review Comment:
Parenthetical in em dashes is awkward.
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 negative zero semantics [datafusion]
Posted by "comphead (via GitHub)" <gi...@apache.org>.
comphead commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4661311853
@kosiew @Jefffrey FYI as you also reviewed the FP PR https://github.com/apache/datafusion/pull/22813
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 negative zero semantics [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4655783612
๐ค Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/22835#issuecomment-4655762895)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c4655762895-497-bbtkh 6.12.68+ #1 SMP Sat May 2 07:49:07 UTC 2026 aarch64 GNU/Linux`
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
Comparing array_nan (beb87507393baad0bf7d0da1cdbe1196d5ef1b28) to 883c38e (merge-base) [diff](https://github.com/apache/datafusion/compare/883c38ee022ccd3e77cd0d4a4647e6a304762faf..beb87507393baad0bf7d0da1cdbe1196d5ef1b28) using: tpch
Results will be posted here when complete
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 for SQL ops [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4655339823
๐ค Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/22835#issuecomment-4655326814)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c4655326814-495-cz9fl 6.12.68+ #1 SMP Sat May 2 07:49:07 UTC 2026 aarch64 GNU/Linux`
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
Comparing array_nan (1a564ec59d418d5b3413277f3d5a5d01c00d8781) to 883c38e (merge-base) [diff](https://github.com/apache/datafusion/compare/883c38ee022ccd3e77cd0d4a4647e6a304762faf..1a564ec59d418d5b3413277f3d5a5d01c00d8781) using: tpch
Results will be posted here when complete
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 negative zero semantics [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4655875944
๐ค Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/22835#issuecomment-4655762895)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
<details><summary>Details</summary>
<p>
```
Comparing HEAD and array_nan
--------------------
Benchmark tpch_sf1.json
--------------------
โโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโ
โ Query โ HEAD โ array_nan โ Change โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ QQuery 1 โ 38.43 / 39.66 ยฑ1.01 / 41.21 ms โ 38.32 / 39.16 ยฑ1.08 / 41.20 ms โ no change โ
โ QQuery 2 โ 18.48 / 18.78 ยฑ0.16 / 18.94 ms โ 18.34 / 18.72 ยฑ0.29 / 19.15 ms โ no change โ
โ QQuery 3 โ 31.38 / 32.89 ยฑ1.21 / 34.58 ms โ 30.72 / 34.40 ยฑ2.29 / 37.02 ms โ no change โ
โ QQuery 4 โ 16.96 / 17.34 ยฑ0.45 / 18.21 ms โ 16.82 / 17.25 ยฑ0.33 / 17.84 ms โ no change โ
โ QQuery 5 โ 37.37 / 38.84 ยฑ1.50 / 40.86 ms โ 37.77 / 39.92 ยฑ1.19 / 40.99 ms โ no change โ
โ QQuery 6 โ 16.21 / 16.42 ยฑ0.15 / 16.61 ms โ 16.14 / 16.27 ยฑ0.08 / 16.39 ms โ no change โ
โ QQuery 7 โ 42.90 / 45.18 ยฑ2.95 / 50.90 ms โ 44.95 / 46.12 ยฑ1.16 / 47.94 ms โ no change โ
โ QQuery 8 โ 42.79 / 43.18 ยฑ0.28 / 43.57 ms โ 42.47 / 43.10 ยฑ0.44 / 43.78 ms โ no change โ
โ QQuery 9 โ 49.21 / 49.90 ยฑ0.69 / 51.07 ms โ 48.42 / 49.79 ยฑ0.90 / 50.80 ms โ no change โ
โ QQuery 10 โ 42.15 / 43.00 ยฑ1.06 / 45.07 ms โ 41.66 / 42.26 ยฑ0.82 / 43.88 ms โ no change โ
โ QQuery 11 โ 12.76 / 13.10 ยฑ0.21 / 13.38 ms โ 12.95 / 13.03 ยฑ0.10 / 13.24 ms โ no change โ
โ QQuery 12 โ 24.17 / 24.48 ยฑ0.21 / 24.77 ms โ 23.62 / 23.96 ยฑ0.28 / 24.32 ms โ no change โ
โ QQuery 13 โ 32.16 / 34.18 ยฑ1.82 / 37.28 ms โ 32.98 / 34.63 ยฑ2.86 / 40.32 ms โ no change โ
โ QQuery 14 โ 23.97 / 24.07 ยฑ0.09 / 24.19 ms โ 23.58 / 23.95 ยฑ0.30 / 24.46 ms โ no change โ
โ QQuery 15 โ 31.52 / 32.32 ยฑ0.80 / 33.43 ms โ 31.16 / 31.72 ยฑ0.74 / 33.15 ms โ no change โ
โ QQuery 16 โ 13.99 / 14.08 ยฑ0.10 / 14.28 ms โ 13.18 / 13.84 ยฑ0.55 / 14.86 ms โ no change โ
โ QQuery 17 โ 73.38 / 74.38 ยฑ0.87 / 75.86 ms โ 72.74 / 73.80 ยฑ0.75 / 74.62 ms โ no change โ
โ QQuery 18 โ 57.65 / 59.00 ยฑ0.85 / 60.06 ms โ 57.66 / 58.46 ยฑ0.75 / 59.82 ms โ no change โ
โ QQuery 19 โ 32.89 / 33.33 ยฑ0.38 / 33.87 ms โ 32.66 / 32.99 ยฑ0.35 / 33.64 ms โ no change โ
โ QQuery 20 โ 31.81 / 32.28 ยฑ0.26 / 32.50 ms โ 31.49 / 32.31 ยฑ0.44 / 32.78 ms โ no change โ
โ QQuery 21 โ 55.44 / 57.67 ยฑ1.60 / 59.89 ms โ 55.43 / 57.74 ยฑ1.62 / 59.73 ms โ no change โ
โ QQuery 22 โ 13.63 / 13.96 ยฑ0.23 / 14.24 ms โ 13.55 / 14.03 ยฑ0.72 / 15.46 ms โ no change โ
โโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโ
โ Benchmark Summary โ โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ Total Time (HEAD) โ 758.05ms โ
โ Total Time (array_nan) โ 757.45ms โ
โ Average Time (HEAD) โ 34.46ms โ
โ Average Time (array_nan) โ 34.43ms โ
โ Queries Faster โ 0 โ
โ Queries Slower โ 0 โ
โ Queries with No Change โ 22 โ
โ Queries with Failure โ 0 โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโ
```
</p>
</details>
<details><summary>Resource Usage</summary>
**tpch โ base (merge-base)**
| Metric | Value |
|--------|-------|
| Wall time | 5.0s |
| Peak memory | 4.6 GiB |
| Avg memory | 3.8 GiB |
| CPU user | 30.0s |
| CPU sys | 2.4s |
| Peak spill | 0 B |
**tpch โ branch**
| Metric | Value |
|--------|-------|
| Wall time | 5.0s |
| Peak memory | 4.6 GiB |
| Avg memory | 3.8 GiB |
| CPU user | 29.9s |
| CPU sys | 2.3s |
| Peak spill | 0 B |
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 for SQL ops [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4655410706
๐ค Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/22835#issuecomment-4655326814)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
<details><summary>Details</summary>
<p>
```
Comparing HEAD and array_nan
--------------------
Benchmark tpch_sf1.json
--------------------
โโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโ
โ Query โ HEAD โ array_nan โ Change โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ QQuery 1 โ 38.72 / 41.03 ยฑ2.85 / 46.43 ms โ 38.38 / 39.63 ยฑ1.14 / 41.10 ms โ no change โ
โ QQuery 2 โ 18.55 / 19.35 ยฑ0.63 / 20.46 ms โ 18.58 / 19.20 ยฑ0.73 / 20.60 ms โ no change โ
โ QQuery 3 โ 31.16 / 34.84 ยฑ3.23 / 39.72 ms โ 30.85 / 32.81 ยฑ2.28 / 36.70 ms โ +1.06x faster โ
โ QQuery 4 โ 17.52 / 17.93 ยฑ0.58 / 19.08 ms โ 17.09 / 17.26 ยฑ0.16 / 17.50 ms โ no change โ
โ QQuery 5 โ 38.30 / 40.71 ยฑ1.25 / 41.91 ms โ 39.53 / 40.19 ยฑ0.44 / 40.78 ms โ no change โ
โ QQuery 6 โ 16.47 / 16.56 ยฑ0.10 / 16.71 ms โ 16.35 / 16.98 ยฑ0.39 / 17.43 ms โ no change โ
โ QQuery 7 โ 44.59 / 46.73 ยฑ2.24 / 49.89 ms โ 43.45 / 45.16 ยฑ1.39 / 46.89 ms โ no change โ
โ QQuery 8 โ 43.35 / 43.72 ยฑ0.32 / 44.23 ms โ 42.92 / 43.20 ยฑ0.19 / 43.40 ms โ no change โ
โ QQuery 9 โ 49.30 / 50.35 ยฑ0.87 / 51.84 ms โ 49.12 / 50.19 ยฑ0.91 / 51.75 ms โ no change โ
โ QQuery 10 โ 42.29 / 42.74 ยฑ0.31 / 43.15 ms โ 42.07 / 42.31 ยฑ0.15 / 42.51 ms โ no change โ
โ QQuery 11 โ 13.09 / 13.66 ยฑ0.62 / 14.47 ms โ 13.24 / 13.51 ยฑ0.32 / 14.02 ms โ no change โ
โ QQuery 12 โ 23.56 / 24.29 ยฑ0.39 / 24.70 ms โ 24.39 / 25.15 ยฑ0.83 / 26.75 ms โ no change โ
โ QQuery 13 โ 31.80 / 34.65 ยฑ2.42 / 38.97 ms โ 31.94 / 33.95 ยฑ1.63 / 36.88 ms โ no change โ
โ QQuery 14 โ 23.80 / 23.92 ยฑ0.10 / 24.08 ms โ 23.90 / 23.97 ยฑ0.10 / 24.18 ms โ no change โ
โ QQuery 15 โ 31.36 / 32.36 ยฑ1.13 / 34.46 ms โ 31.46 / 31.65 ยฑ0.19 / 31.96 ms โ no change โ
โ QQuery 16 โ 13.90 / 14.13 ยฑ0.16 / 14.27 ms โ 13.76 / 14.07 ยฑ0.20 / 14.35 ms โ no change โ
โ QQuery 17 โ 73.23 / 73.97 ยฑ0.57 / 74.94 ms โ 73.18 / 74.28 ยฑ0.99 / 75.87 ms โ no change โ
โ QQuery 18 โ 57.16 / 59.53 ยฑ1.50 / 61.70 ms โ 58.07 / 60.81 ยฑ3.16 / 66.92 ms โ no change โ
โ QQuery 19 โ 32.91 / 33.21 ยฑ0.40 / 34.00 ms โ 32.88 / 33.21 ยฑ0.34 / 33.76 ms โ no change โ
โ QQuery 20 โ 32.14 / 32.83 ยฑ0.46 / 33.58 ms โ 32.00 / 32.89 ยฑ0.95 / 34.71 ms โ no change โ
โ QQuery 21 โ 56.95 / 58.37 ยฑ1.10 / 60.14 ms โ 55.91 / 58.41 ยฑ2.28 / 61.88 ms โ no change โ
โ QQuery 22 โ 14.07 / 14.20 ยฑ0.10 / 14.37 ms โ 14.03 / 14.34 ยฑ0.36 / 15.04 ms โ no change โ
โโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโ
โ Benchmark Summary โ โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ Total Time (HEAD) โ 769.08ms โ
โ Total Time (array_nan) โ 763.21ms โ
โ Average Time (HEAD) โ 34.96ms โ
โ Average Time (array_nan) โ 34.69ms โ
โ Queries Faster โ 1 โ
โ Queries Slower โ 0 โ
โ Queries with No Change โ 21 โ
โ Queries with Failure โ 0 โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโ
```
</p>
</details>
<details><summary>Resource Usage</summary>
**tpch โ base (merge-base)**
| Metric | Value |
|--------|-------|
| Wall time | 5.0s |
| Peak memory | 4.6 GiB |
| Avg memory | 3.8 GiB |
| CPU user | 30.1s |
| CPU sys | 2.4s |
| Peak spill | 0 B |
**tpch โ branch**
| Metric | Value |
|--------|-------|
| Wall time | 5.0s |
| Peak memory | 4.6 GiB |
| Avg memory | 3.8 GiB |
| CPU user | 30.1s |
| CPU sys | 2.3s |
| Peak spill | 0 B |
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 negative zero semantics [datafusion]
Posted by "comphead (via GitHub)" <gi...@apache.org>.
comphead commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4655762895
run benchmark tpch tpcds
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 for SQL ops [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4655339923
๐ค Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/22835#issuecomment-4655326814)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c4655326814-496-kmqln 6.12.68+ #1 SMP Sat May 2 07:49:07 UTC 2026 aarch64 GNU/Linux`
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
Comparing array_nan (1a564ec59d418d5b3413277f3d5a5d01c00d8781) to 883c38e (merge-base) [diff](https://github.com/apache/datafusion/compare/883c38ee022ccd3e77cd0d4a4647e6a304762faf..1a564ec59d418d5b3413277f3d5a5d01c00d8781) using: tpcds
Results will be posted here when complete
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 negative zero semantics [datafusion]
Posted by "comphead (via GitHub)" <gi...@apache.org>.
comphead commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4665028426
Thanks @mbutrovich for the review
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 negative zero semantics [datafusion]
Posted by "Jefffrey (via GitHub)" <gi...@apache.org>.
Jefffrey commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4667206638
ive only skimmed this, but i wonder how we'll enforce/ensure we remember to apply this normalization each time for different operation/functions/execution paths ๐ค
for example, this fix isn't applied to `array_replace` (testing on main after this merged):
```sql
> select array_replace([0.0, -0.0], 0.0, 1.0);
+-------------------------------------------------------------------------+
| array_replace(make_array(Float64(0),Float64(-0)),Float64(0),Float64(1)) |
+-------------------------------------------------------------------------+
| [1.0, -0.0] |
+-------------------------------------------------------------------------+
1 row(s) fetched.
Elapsed 0.003 seconds.
```
postgres for comparison:
```sql
postgres=# select array_replace(ARRAY[0.0, -0.0], 0.0, 1.0);
array_replace
---------------
{1.0,1.0}
(1 row)
```
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 for SQL ops [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4655418630
๐ค Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/22835#issuecomment-4655326814)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
<details><summary>Details</summary>
<p>
```
Comparing HEAD and array_nan
--------------------
Benchmark tpcds_sf1.json
--------------------
โโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโ
โ Query โ HEAD โ array_nan โ Change โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ QQuery 1 โ 5.84 / 6.32 ยฑ0.81 / 7.94 ms โ 5.75 / 6.24 ยฑ0.89 / 8.02 ms โ no change โ
โ QQuery 2 โ 79.90 / 80.25 ยฑ0.25 / 80.66 ms โ 80.04 / 80.32 ยฑ0.25 / 80.77 ms โ no change โ
โ QQuery 3 โ 28.89 / 28.97 ยฑ0.11 / 29.19 ms โ 28.50 / 28.67 ยฑ0.14 / 28.89 ms โ no change โ
โ QQuery 4 โ 488.11 / 495.30 ยฑ4.79 / 500.60 ms โ 471.40 / 479.53 ยฑ10.33 / 499.75 ms โ no change โ
โ QQuery 5 โ 51.40 / 51.84 ยฑ0.25 / 52.09 ms โ 51.22 / 52.12 ยฑ0.59 / 53.03 ms โ no change โ
โ QQuery 6 โ 36.88 / 37.10 ยฑ0.27 / 37.53 ms โ 36.03 / 36.68 ยฑ0.51 / 37.61 ms โ no change โ
โ QQuery 7 โ 94.63 / 95.43 ยฑ0.52 / 96.23 ms โ 95.55 / 96.16 ยฑ0.44 / 96.82 ms โ no change โ
โ QQuery 8 โ 37.16 / 38.32 ยฑ1.98 / 42.27 ms โ 36.94 / 39.24 ยฑ3.37 / 45.87 ms โ no change โ
โ QQuery 9 โ 53.62 / 55.87 ยฑ2.30 / 60.14 ms โ 52.03 / 53.47 ยฑ1.12 / 55.36 ms โ no change โ
โ QQuery 10 โ 62.38 / 62.90 ยฑ0.32 / 63.37 ms โ 62.88 / 63.17 ยฑ0.35 / 63.84 ms โ no change โ
โ QQuery 11 โ 297.92 / 301.68 ยฑ3.81 / 308.17 ms โ 288.80 / 296.23 ยฑ7.71 / 307.70 ms โ no change โ
โ QQuery 12 โ 28.85 / 29.12 ยฑ0.20 / 29.44 ms โ 28.67 / 29.13 ยฑ0.60 / 30.29 ms โ no change โ
โ QQuery 13 โ 118.95 / 119.47 ยฑ0.44 / 120.16 ms โ 119.00 / 120.23 ยฑ0.86 / 121.55 ms โ no change โ
โ QQuery 14 โ 407.55 / 413.73 ยฑ5.50 / 421.95 ms โ 408.08 / 409.99 ยฑ1.61 / 411.94 ms โ no change โ
โ QQuery 15 โ 58.66 / 59.07 ยฑ0.34 / 59.59 ms โ 57.88 / 58.76 ยฑ0.56 / 59.64 ms โ no change โ
โ QQuery 16 โ 6.75 / 6.94 ยฑ0.20 / 7.32 ms โ 6.75 / 6.86 ยฑ0.11 / 7.06 ms โ no change โ
โ QQuery 17 โ 80.98 / 81.41 ยฑ0.32 / 81.90 ms โ 80.70 / 81.72 ยฑ1.26 / 84.17 ms โ no change โ
โ QQuery 18 โ 124.64 / 126.34 ยฑ1.38 / 128.49 ms โ 124.49 / 126.46 ยฑ1.53 / 128.93 ms โ no change โ
โ QQuery 19 โ 41.68 / 41.84 ยฑ0.10 / 41.99 ms โ 41.36 / 41.51 ยฑ0.20 / 41.89 ms โ no change โ
โ QQuery 20 โ 35.26 / 35.53 ยฑ0.32 / 36.14 ms โ 35.17 / 35.51 ยฑ0.37 / 36.18 ms โ no change โ
โ QQuery 21 โ 16.85 / 17.13 ยฑ0.26 / 17.52 ms โ 16.72 / 17.09 ยฑ0.29 / 17.54 ms โ no change โ
โ QQuery 22 โ 61.96 / 63.70 ยฑ2.54 / 68.75 ms โ 62.09 / 63.59 ยฑ2.19 / 67.82 ms โ no change โ
โ QQuery 23 โ 319.24 / 321.29 ยฑ1.56 / 324.06 ms โ 314.88 / 317.74 ยฑ1.74 / 319.82 ms โ no change โ
โ QQuery 24 โ 221.77 / 224.34 ยฑ2.00 / 227.72 ms โ 222.61 / 226.14 ยฑ3.66 / 233.06 ms โ no change โ
โ QQuery 25 โ 110.10 / 111.51 ยฑ1.38 / 114.09 ms โ 111.02 / 114.34 ยฑ4.83 / 123.96 ms โ no change โ
โ QQuery 26 โ 57.61 / 58.15 ยฑ0.37 / 58.67 ms โ 57.31 / 57.84 ยฑ0.38 / 58.48 ms โ no change โ
โ QQuery 27 โ 6.60 / 7.63 ยฑ1.76 / 11.13 ms โ 6.60 / 6.76 ยฑ0.13 / 6.98 ms โ +1.13x faster โ
โ QQuery 28 โ 56.31 / 61.16 ยฑ3.70 / 67.39 ms โ 56.43 / 59.76 ยฑ2.33 / 61.92 ms โ no change โ
โ QQuery 29 โ 97.85 / 98.54 ยฑ0.70 / 99.80 ms โ 97.09 / 99.59 ยฑ2.99 / 105.19 ms โ no change โ
โ QQuery 30 โ 32.22 / 32.84 ยฑ0.45 / 33.34 ms โ 32.10 / 32.47 ยฑ0.25 / 32.76 ms โ no change โ
โ QQuery 31 โ 111.56 / 113.78 ยฑ2.72 / 119.01 ms โ 111.06 / 112.05 ยฑ0.72 / 113.05 ms โ no change โ
โ QQuery 32 โ 20.47 / 20.68 ยฑ0.15 / 20.80 ms โ 19.84 / 20.24 ยฑ0.39 / 20.82 ms โ no change โ
โ QQuery 33 โ 38.38 / 38.80 ยฑ0.22 / 39.02 ms โ 38.50 / 38.89 ยฑ0.38 / 39.61 ms โ no change โ
โ QQuery 34 โ 9.33 / 9.59 ยฑ0.20 / 9.91 ms โ 9.34 / 9.72 ยฑ0.29 / 10.11 ms โ no change โ
โ QQuery 35 โ 70.88 / 72.01 ยฑ0.93 / 73.26 ms โ 70.85 / 71.31 ยฑ0.27 / 71.64 ms โ no change โ
โ QQuery 36 โ 5.99 / 6.13 ยฑ0.15 / 6.42 ms โ 5.83 / 5.94 ยฑ0.15 / 6.24 ms โ no change โ
โ QQuery 37 โ 6.82 / 7.18 ยฑ0.20 / 7.42 ms โ 6.62 / 6.75 ยฑ0.09 / 6.84 ms โ +1.06x faster โ
โ QQuery 38 โ 63.62 / 63.99 ยฑ0.30 / 64.38 ms โ 62.37 / 63.49 ยฑ1.02 / 65.40 ms โ no change โ
โ QQuery 39 โ 448.24 / 457.21 ยฑ7.28 / 468.75 ms โ 448.60 / 452.43 ยฑ1.98 / 453.99 ms โ no change โ
โ QQuery 40 โ 22.62 / 23.80 ยฑ1.80 / 27.38 ms โ 22.95 / 23.03 ยฑ0.09 / 23.21 ms โ no change โ
โ QQuery 41 โ 11.09 / 11.32 ยฑ0.28 / 11.88 ms โ 11.01 / 11.19 ยฑ0.21 / 11.60 ms โ no change โ
โ QQuery 42 โ 23.50 / 23.91 ยฑ0.23 / 24.15 ms โ 23.28 / 24.27 ยฑ1.58 / 27.40 ms โ no change โ
โ QQuery 43 โ 4.84 / 6.29 ยฑ2.75 / 11.79 ms โ 4.71 / 4.80 ยฑ0.11 / 5.02 ms โ +1.31x faster โ
โ QQuery 44 โ 8.94 / 9.03 ยฑ0.09 / 9.19 ms โ 8.63 / 8.69 ยฑ0.06 / 8.81 ms โ no change โ
โ QQuery 45 โ 38.01 / 39.34 ยฑ1.04 / 40.65 ms โ 37.41 / 39.67 ยฑ2.60 / 44.67 ms โ no change โ
โ QQuery 46 โ 11.50 / 11.94 ยฑ0.24 / 12.15 ms โ 11.85 / 12.16 ยฑ0.40 / 12.94 ms โ no change โ
โ QQuery 47 โ 224.77 / 229.22 ยฑ2.79 / 233.36 ms โ 228.77 / 230.40 ยฑ1.03 / 231.80 ms โ no change โ
โ QQuery 48 โ 96.35 / 96.68 ยฑ0.24 / 97.10 ms โ 96.64 / 97.16 ยฑ0.60 / 98.31 ms โ no change โ
โ QQuery 49 โ 76.97 / 77.99 ยฑ0.68 / 78.66 ms โ 77.53 / 80.73 ยฑ3.80 / 87.85 ms โ no change โ
โ QQuery 50 โ 59.69 / 60.04 ยฑ0.37 / 60.73 ms โ 59.60 / 60.05 ยฑ0.26 / 60.29 ms โ no change โ
โ QQuery 51 โ 90.97 / 95.53 ยฑ4.44 / 103.55 ms โ 91.69 / 93.75 ยฑ2.72 / 98.90 ms โ no change โ
โ QQuery 52 โ 23.81 / 24.32 ยฑ0.48 / 25.23 ms โ 24.12 / 26.18 ยฑ2.73 / 31.47 ms โ 1.08x slower โ
โ QQuery 53 โ 29.58 / 29.88 ยฑ0.30 / 30.44 ms โ 29.01 / 29.62 ยฑ0.53 / 30.23 ms โ no change โ
โ QQuery 54 โ 54.76 / 55.32 ยฑ0.49 / 56.00 ms โ 54.48 / 54.96 ยฑ0.36 / 55.54 ms โ no change โ
โ QQuery 55 โ 23.17 / 23.39 ยฑ0.20 / 23.64 ms โ 23.01 / 23.40 ยฑ0.29 / 23.73 ms โ no change โ
โ QQuery 56 โ 38.31 / 38.58 ยฑ0.34 / 39.24 ms โ 38.46 / 38.81 ยฑ0.47 / 39.71 ms โ no change โ
โ QQuery 57 โ 174.19 / 177.33 ยฑ3.71 / 184.55 ms โ 174.09 / 177.25 ยฑ2.92 / 182.69 ms โ no change โ
โ QQuery 58 โ 114.75 / 116.40 ยฑ2.13 / 120.60 ms โ 113.69 / 114.14 ยฑ0.28 / 114.45 ms โ no change โ
โ QQuery 59 โ 116.08 / 117.48 ยฑ1.48 / 120.31 ms โ 116.31 / 117.31 ยฑ0.80 / 118.42 ms โ no change โ
โ QQuery 60 โ 39.00 / 40.27 ยฑ0.93 / 41.27 ms โ 38.37 / 38.93 ยฑ0.34 / 39.28 ms โ no change โ
โ QQuery 61 โ 12.94 / 13.07 ยฑ0.21 / 13.49 ms โ 13.22 / 13.36 ยฑ0.21 / 13.77 ms โ no change โ
โ QQuery 62 โ 45.53 / 46.00 ยฑ0.35 / 46.47 ms โ 45.93 / 46.14 ยฑ0.19 / 46.47 ms โ no change โ
โ QQuery 63 โ 29.54 / 29.84 ยฑ0.29 / 30.37 ms โ 29.02 / 29.54 ยฑ0.41 / 30.07 ms โ no change โ
โ QQuery 64 โ 393.38 / 399.14 ยฑ5.83 / 409.98 ms โ 393.43 / 397.56 ยฑ4.92 / 407.13 ms โ no change โ
โ QQuery 65 โ 147.56 / 151.22 ยฑ3.11 / 155.55 ms โ 144.85 / 150.67 ยฑ4.97 / 159.38 ms โ no change โ
โ QQuery 66 โ 78.69 / 79.56 ยฑ0.65 / 80.30 ms โ 78.04 / 79.24 ยฑ0.76 / 80.13 ms โ no change โ
โ QQuery 67 โ 246.97 / 252.99 ยฑ3.57 / 256.67 ms โ 241.84 / 245.79 ยฑ4.07 / 253.05 ms โ no change โ
โ QQuery 68 โ 11.68 / 11.98 ยฑ0.20 / 12.29 ms โ 11.66 / 12.01 ยฑ0.37 / 12.61 ms โ no change โ
โ QQuery 69 โ 56.94 / 57.43 ยฑ0.38 / 58.02 ms โ 57.04 / 59.26 ยฑ3.58 / 66.40 ms โ no change โ
โ QQuery 70 โ 103.84 / 104.96 ยฑ0.64 / 105.70 ms โ 103.61 / 105.22 ยฑ1.85 / 108.84 ms โ no change โ
โ QQuery 71 โ 36.08 / 38.92 ยฑ4.08 / 46.96 ms โ 35.25 / 36.52 ยฑ1.74 / 39.93 ms โ +1.07x faster โ
โ QQuery 72 โ 2098.49 / 2237.43 ยฑ95.66 / 2396.76 ms โ 2069.10 / 2146.60 ยฑ41.12 / 2186.24 ms โ no change โ
โ QQuery 73 โ 9.16 / 9.59 ยฑ0.22 / 9.76 ms โ 9.19 / 9.44 ยฑ0.19 / 9.69 ms โ no change โ
โ QQuery 74 โ 169.59 / 174.92 ยฑ5.75 / 185.96 ms โ 168.32 / 175.00 ยฑ6.54 / 184.02 ms โ no change โ
โ QQuery 75 โ 147.85 / 148.89 ยฑ1.14 / 150.34 ms โ 147.00 / 148.85 ยฑ1.09 / 150.04 ms โ no change โ
โ QQuery 76 โ 35.42 / 40.16 ยฑ7.61 / 55.31 ms โ 34.91 / 35.24 ยฑ0.26 / 35.60 ms โ +1.14x faster โ
โ QQuery 77 โ 61.20 / 61.70 ยฑ0.44 / 62.43 ms โ 60.16 / 61.11 ยฑ0.51 / 61.58 ms โ no change โ
โ QQuery 78 โ 185.12 / 188.59 ยฑ1.86 / 190.53 ms โ 184.42 / 189.65 ยฑ4.63 / 196.55 ms โ no change โ
โ QQuery 79 โ 66.86 / 67.46 ยฑ0.51 / 68.18 ms โ 66.54 / 69.14 ยฑ3.61 / 76.08 ms โ no change โ
โ QQuery 80 โ 101.22 / 105.58 ยฑ6.20 / 117.69 ms โ 100.48 / 101.55 ยฑ0.92 / 102.65 ms โ no change โ
โ QQuery 81 โ 25.29 / 25.55 ยฑ0.21 / 25.80 ms โ 25.10 / 25.55 ยฑ0.30 / 26.04 ms โ no change โ
โ QQuery 82 โ 16.01 / 16.25 ยฑ0.21 / 16.62 ms โ 15.91 / 16.21 ยฑ0.26 / 16.68 ms โ no change โ
โ QQuery 83 โ 38.70 / 39.08 ยฑ0.34 / 39.60 ms โ 38.94 / 41.26 ยฑ3.86 / 48.97 ms โ 1.06x slower โ
โ QQuery 84 โ 34.13 / 34.64 ยฑ0.26 / 34.85 ms โ 34.62 / 37.23 ยฑ3.55 / 44.25 ms โ 1.07x slower โ
โ QQuery 85 โ 106.23 / 111.53 ยฑ4.61 / 117.75 ms โ 108.05 / 108.52 ยฑ0.38 / 109.07 ms โ no change โ
โ QQuery 86 โ 24.78 / 25.05 ยฑ0.27 / 25.51 ms โ 24.70 / 26.68 ยฑ3.58 / 33.82 ms โ 1.07x slower โ
โ QQuery 87 โ 63.66 / 64.08 ยฑ0.22 / 64.26 ms โ 63.93 / 66.22 ยฑ1.97 / 69.33 ms โ no change โ
โ QQuery 88 โ 61.56 / 64.87 ยฑ6.07 / 77.00 ms โ 62.02 / 62.51 ยฑ0.68 / 63.85 ms โ no change โ
โ QQuery 89 โ 35.80 / 36.10 ยฑ0.28 / 36.60 ms โ 35.50 / 35.98 ยฑ0.42 / 36.74 ms โ no change โ
โ QQuery 90 โ 16.74 / 16.87 ยฑ0.10 / 17.03 ms โ 16.62 / 16.96 ยฑ0.26 / 17.31 ms โ no change โ
โ QQuery 91 โ 44.38 / 44.97 ยฑ0.37 / 45.43 ms โ 44.17 / 44.56 ยฑ0.34 / 45.11 ms โ no change โ
โ QQuery 92 โ 28.89 / 29.37 ยฑ0.41 / 30.07 ms โ 29.02 / 31.19 ยฑ3.04 / 37.20 ms โ 1.06x slower โ
โ QQuery 93 โ 50.04 / 51.68 ยฑ1.60 / 54.59 ms โ 49.87 / 51.21 ยฑ1.05 / 53.00 ms โ no change โ
โ QQuery 94 โ 38.21 / 40.12 ยฑ2.69 / 45.42 ms โ 37.98 / 38.67 ยฑ0.67 / 39.80 ms โ no change โ
โ QQuery 95 โ 83.19 / 85.12 ยฑ1.37 / 86.91 ms โ 83.58 / 85.24 ยฑ2.17 / 89.51 ms โ no change โ
โ QQuery 96 โ 23.86 / 24.08 ยฑ0.24 / 24.49 ms โ 23.95 / 25.09 ยฑ1.81 / 28.67 ms โ no change โ
โ QQuery 97 โ 45.61 / 46.53 ยฑ1.01 / 48.41 ms โ 46.06 / 46.48 ยฑ0.44 / 47.20 ms โ no change โ
โ QQuery 98 โ 42.98 / 44.11 ยฑ1.00 / 45.64 ms โ 42.83 / 43.47 ยฑ0.43 / 44.15 ms โ no change โ
โ QQuery 99 โ 68.80 / 69.31 ยฑ0.31 / 69.71 ms โ 69.36 / 70.96 ยฑ2.65 / 76.23 ms โ no change โ
โโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโ
โ Benchmark Summary โ โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ Total Time (HEAD) โ 10349.86ms โ
โ Total Time (array_nan) โ 10210.53ms โ
โ Average Time (HEAD) โ 104.54ms โ
โ Average Time (array_nan) โ 103.14ms โ
โ Queries Faster โ 5 โ
โ Queries Slower โ 5 โ
โ Queries with No Change โ 89 โ
โ Queries with Failure โ 0 โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโ
```
</p>
</details>
<details><summary>Resource Usage</summary>
**tpcds โ base (merge-base)**
| Metric | Value |
|--------|-------|
| Wall time | 55.0s |
| Peak memory | 5.8 GiB |
| Avg memory | 5.1 GiB |
| CPU user | 237.7s |
| CPU sys | 6.4s |
| Peak spill | 0 B |
**tpcds โ branch**
| Metric | Value |
|--------|-------|
| Wall time | 55.0s |
| Peak memory | 5.7 GiB |
| Avg memory | 5.0 GiB |
| CPU user | 234.9s |
| CPU sys | 6.3s |
| Peak spill | 0 B |
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 negative zero semantics [datafusion]
Posted by "comphead (via GitHub)" <gi...@apache.org>.
comphead merged PR #22835:
URL: https://github.com/apache/datafusion/pull/22835
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org
Re: [PR] feat: Support IEEE 754 negative zero semantics [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #22835:
URL: https://github.com/apache/datafusion/pull/22835#issuecomment-4655884153
๐ค Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/22835#issuecomment-4655762895)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
<details><summary>Details</summary>
<p>
```
Comparing HEAD and array_nan
--------------------
Benchmark tpcds_sf1.json
--------------------
โโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโ
โ Query โ HEAD โ array_nan โ Change โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ QQuery 1 โ 5.70 / 6.24 ยฑ0.84 / 7.91 ms โ 5.83 / 6.35 ยฑ0.89 / 8.13 ms โ no change โ
โ QQuery 2 โ 79.86 / 80.09 ยฑ0.16 / 80.31 ms โ 80.73 / 81.21 ยฑ0.34 / 81.78 ms โ no change โ
โ QQuery 3 โ 28.68 / 28.84 ยฑ0.15 / 29.11 ms โ 29.06 / 29.20 ยฑ0.12 / 29.41 ms โ no change โ
โ QQuery 4 โ 471.72 / 479.12 ยฑ9.36 / 497.27 ms โ 476.94 / 479.72 ยฑ3.38 / 486.18 ms โ no change โ
โ QQuery 5 โ 51.11 / 52.58 ยฑ1.00 / 54.21 ms โ 51.34 / 51.80 ยฑ0.56 / 52.87 ms โ no change โ
โ QQuery 6 โ 36.04 / 36.28 ยฑ0.19 / 36.57 ms โ 35.78 / 36.43 ยฑ0.51 / 37.35 ms โ no change โ
โ QQuery 7 โ 94.82 / 95.08 ยฑ0.17 / 95.30 ms โ 95.08 / 95.33 ยฑ0.30 / 95.89 ms โ no change โ
โ QQuery 8 โ 36.29 / 37.61 ยฑ1.93 / 41.42 ms โ 36.74 / 38.15 ยฑ1.78 / 41.57 ms โ no change โ
โ QQuery 9 โ 51.69 / 54.13 ยฑ2.89 / 59.77 ms โ 51.12 / 53.44 ยฑ1.19 / 54.27 ms โ no change โ
โ QQuery 10 โ 62.14 / 62.41 ยฑ0.24 / 62.77 ms โ 62.28 / 62.85 ยฑ0.43 / 63.40 ms โ no change โ
โ QQuery 11 โ 290.59 / 293.90 ยฑ2.89 / 298.78 ms โ 286.15 / 289.95 ยฑ2.80 / 294.29 ms โ no change โ
โ QQuery 12 โ 28.03 / 28.47 ยฑ0.35 / 29.07 ms โ 27.95 / 28.51 ยฑ0.36 / 29.07 ms โ no change โ
โ QQuery 13 โ 118.26 / 119.32 ยฑ0.57 / 119.95 ms โ 118.79 / 119.45 ยฑ0.59 / 120.54 ms โ no change โ
โ QQuery 14 โ 407.88 / 409.57 ยฑ1.37 / 411.51 ms โ 407.39 / 409.55 ยฑ1.93 / 412.97 ms โ no change โ
โ QQuery 15 โ 57.98 / 59.80 ยฑ2.93 / 65.64 ms โ 57.70 / 59.42 ยฑ2.77 / 64.90 ms โ no change โ
โ QQuery 16 โ 6.67 / 6.87 ยฑ0.29 / 7.43 ms โ 6.73 / 6.83 ยฑ0.14 / 7.11 ms โ no change โ
โ QQuery 17 โ 80.27 / 81.17 ยฑ0.90 / 82.83 ms โ 80.55 / 81.54 ยฑ1.26 / 84.01 ms โ no change โ
โ QQuery 18 โ 123.83 / 126.61 ยฑ3.49 / 132.28 ms โ 125.80 / 127.61 ยฑ2.97 / 133.53 ms โ no change โ
โ QQuery 19 โ 41.48 / 41.77 ยฑ0.27 / 42.14 ms โ 41.47 / 41.78 ยฑ0.46 / 42.68 ms โ no change โ
โ QQuery 20 โ 34.59 / 35.16 ยฑ0.68 / 36.46 ms โ 34.73 / 35.18 ยฑ0.40 / 35.80 ms โ no change โ
โ QQuery 21 โ 16.52 / 17.47 ยฑ0.92 / 19.08 ms โ 16.78 / 16.92 ยฑ0.19 / 17.28 ms โ no change โ
โ QQuery 22 โ 61.56 / 62.20 ยฑ0.52 / 62.86 ms โ 61.69 / 62.34 ยฑ0.56 / 63.05 ms โ no change โ
โ QQuery 23 โ 314.59 / 317.15 ยฑ2.99 / 322.57 ms โ 314.43 / 317.66 ยฑ2.81 / 322.89 ms โ no change โ
โ QQuery 24 โ 223.22 / 225.86 ยฑ2.85 / 230.23 ms โ 222.85 / 225.41 ยฑ2.63 / 229.70 ms โ no change โ
โ QQuery 25 โ 110.59 / 112.29 ยฑ2.02 / 116.17 ms โ 110.74 / 113.96 ยฑ3.86 / 118.99 ms โ no change โ
โ QQuery 26 โ 57.56 / 57.72 ยฑ0.17 / 58.00 ms โ 57.62 / 57.95 ยฑ0.31 / 58.54 ms โ no change โ
โ QQuery 27 โ 6.77 / 6.84 ยฑ0.12 / 7.08 ms โ 6.63 / 6.73 ยฑ0.10 / 6.93 ms โ no change โ
โ QQuery 28 โ 56.40 / 60.32 ยฑ1.97 / 61.72 ms โ 60.92 / 62.28 ยฑ2.01 / 66.25 ms โ no change โ
โ QQuery 29 โ 97.95 / 100.07 ยฑ2.28 / 104.44 ms โ 97.13 / 99.04 ยฑ1.78 / 101.96 ms โ no change โ
โ QQuery 30 โ 31.71 / 32.05 ยฑ0.23 / 32.39 ms โ 31.86 / 32.30 ยฑ0.37 / 32.84 ms โ no change โ
โ QQuery 31 โ 110.33 / 112.13 ยฑ1.76 / 115.18 ms โ 110.58 / 112.53 ยฑ2.28 / 116.17 ms โ no change โ
โ QQuery 32 โ 19.80 / 20.05 ยฑ0.27 / 20.50 ms โ 19.70 / 20.08 ยฑ0.35 / 20.72 ms โ no change โ
โ QQuery 33 โ 38.16 / 38.51 ยฑ0.23 / 38.73 ms โ 38.30 / 38.65 ยฑ0.32 / 39.18 ms โ no change โ
โ QQuery 34 โ 9.29 / 9.51 ยฑ0.25 / 9.97 ms โ 9.30 / 9.79 ยฑ0.46 / 10.52 ms โ no change โ
โ QQuery 35 โ 70.45 / 71.53 ยฑ0.94 / 73.25 ms โ 70.56 / 71.47 ยฑ0.53 / 72.05 ms โ no change โ
โ QQuery 36 โ 5.81 / 5.95 ยฑ0.16 / 6.25 ms โ 5.75 / 5.91 ยฑ0.22 / 6.35 ms โ no change โ
โ QQuery 37 โ 6.71 / 6.80 ยฑ0.10 / 6.96 ms โ 6.72 / 6.83 ยฑ0.07 / 6.93 ms โ no change โ
โ QQuery 38 โ 62.27 / 63.44 ยฑ1.83 / 67.08 ms โ 62.12 / 63.18 ยฑ0.67 / 63.93 ms โ no change โ
โ QQuery 39 โ 443.42 / 452.66 ยฑ6.02 / 460.43 ms โ 445.31 / 450.97 ยฑ3.76 / 456.64 ms โ no change โ
โ QQuery 40 โ 22.73 / 22.98 ยฑ0.23 / 23.39 ms โ 22.62 / 22.89 ยฑ0.24 / 23.33 ms โ no change โ
โ QQuery 41 โ 11.20 / 11.33 ยฑ0.20 / 11.72 ms โ 11.01 / 11.14 ยฑ0.12 / 11.34 ms โ no change โ
โ QQuery 42 โ 23.33 / 24.32 ยฑ1.25 / 26.75 ms โ 23.36 / 24.82 ยฑ2.02 / 28.82 ms โ no change โ
โ QQuery 43 โ 4.85 / 4.93 ยฑ0.06 / 5.04 ms โ 4.71 / 4.79 ยฑ0.11 / 4.99 ms โ no change โ
โ QQuery 44 โ 9.02 / 9.18 ยฑ0.09 / 9.30 ms โ 8.58 / 8.71 ยฑ0.12 / 8.91 ms โ +1.05x faster โ
โ QQuery 45 โ 37.80 / 39.79 ยฑ2.98 / 45.74 ms โ 37.48 / 40.17 ยฑ4.30 / 48.74 ms โ no change โ
โ QQuery 46 โ 11.57 / 11.96 ยฑ0.38 / 12.69 ms โ 11.25 / 11.96 ยฑ0.40 / 12.50 ms โ no change โ
โ QQuery 47 โ 223.81 / 227.78 ยฑ2.26 / 230.63 ms โ 224.39 / 228.24 ยฑ3.10 / 232.32 ms โ no change โ
โ QQuery 48 โ 95.88 / 96.34 ยฑ0.25 / 96.63 ms โ 96.16 / 96.68 ยฑ0.41 / 97.14 ms โ no change โ
โ QQuery 49 โ 76.54 / 79.96 ยฑ5.70 / 91.34 ms โ 77.06 / 78.64 ยฑ1.43 / 81.05 ms โ no change โ
โ QQuery 50 โ 59.67 / 59.85 ยฑ0.15 / 60.03 ms โ 59.09 / 59.81 ยฑ0.68 / 60.87 ms โ no change โ
โ QQuery 51 โ 92.04 / 94.27 ยฑ2.76 / 99.09 ms โ 90.38 / 92.62 ยฑ1.25 / 93.95 ms โ no change โ
โ QQuery 52 โ 23.80 / 24.04 ยฑ0.24 / 24.37 ms โ 23.47 / 23.90 ยฑ0.23 / 24.12 ms โ no change โ
โ QQuery 53 โ 29.32 / 31.84 ยฑ4.46 / 40.74 ms โ 29.13 / 32.03 ยฑ4.47 / 40.94 ms โ no change โ
โ QQuery 54 โ 55.15 / 55.72 ยฑ0.37 / 56.14 ms โ 54.46 / 55.02 ยฑ0.49 / 55.90 ms โ no change โ
โ QQuery 55 โ 23.00 / 23.41 ยฑ0.28 / 23.76 ms โ 23.17 / 23.61 ยฑ0.61 / 24.81 ms โ no change โ
โ QQuery 56 โ 38.38 / 39.33 ยฑ1.20 / 41.68 ms โ 38.29 / 38.79 ยฑ0.38 / 39.40 ms โ no change โ
โ QQuery 57 โ 172.96 / 175.18 ยฑ2.19 / 178.10 ms โ 173.47 / 175.19 ยฑ1.54 / 178.00 ms โ no change โ
โ QQuery 58 โ 113.21 / 114.25 ยฑ1.33 / 116.84 ms โ 113.23 / 115.54 ยฑ2.75 / 120.85 ms โ no change โ
โ QQuery 59 โ 115.58 / 116.43 ยฑ1.20 / 118.79 ms โ 116.04 / 116.54 ยฑ0.32 / 116.88 ms โ no change โ
โ QQuery 60 โ 39.02 / 39.64 ยฑ0.51 / 40.51 ms โ 38.62 / 39.27 ยฑ0.41 / 39.71 ms โ no change โ
โ QQuery 61 โ 12.90 / 13.07 ยฑ0.17 / 13.38 ms โ 12.53 / 14.10 ยฑ2.60 / 19.28 ms โ 1.08x slower โ
โ QQuery 62 โ 45.07 / 47.49 ยฑ3.71 / 54.83 ms โ 45.57 / 46.06 ยฑ0.32 / 46.36 ms โ no change โ
โ QQuery 63 โ 28.97 / 29.54 ยฑ0.36 / 30.05 ms โ 29.84 / 30.11 ยฑ0.22 / 30.42 ms โ no change โ
โ QQuery 64 โ 394.02 / 405.58 ยฑ8.23 / 416.92 ms โ 393.93 / 404.78 ยฑ8.85 / 415.30 ms โ no change โ
โ QQuery 65 โ 145.69 / 148.71 ยฑ3.88 / 156.07 ms โ 147.20 / 152.07 ยฑ6.83 / 165.55 ms โ no change โ
โ QQuery 66 โ 78.64 / 79.79 ยฑ0.84 / 81.20 ms โ 78.94 / 79.59 ยฑ0.44 / 80.22 ms โ no change โ
โ QQuery 67 โ 241.67 / 245.91 ยฑ3.61 / 251.85 ms โ 240.80 / 246.98 ยฑ7.05 / 259.68 ms โ no change โ
โ QQuery 68 โ 11.63 / 11.96 ยฑ0.21 / 12.22 ms โ 11.55 / 11.75 ยฑ0.22 / 12.17 ms โ no change โ
โ QQuery 69 โ 56.86 / 59.21 ยฑ3.71 / 66.60 ms โ 57.28 / 59.95 ยฑ4.25 / 68.35 ms โ no change โ
โ QQuery 70 โ 104.16 / 104.94 ยฑ0.89 / 106.63 ms โ 103.50 / 107.13 ยฑ5.79 / 118.66 ms โ no change โ
โ QQuery 71 โ 34.95 / 37.48 ยฑ3.80 / 45.05 ms โ 35.27 / 35.65 ยฑ0.34 / 36.16 ms โ no change โ
โ QQuery 72 โ 2088.19 / 2232.94 ยฑ85.35 / 2354.36 ms โ 2116.43 / 2160.53 ยฑ46.37 / 2227.43 ms โ no change โ
โ QQuery 73 โ 9.26 / 9.82 ยฑ0.47 / 10.66 ms โ 9.20 / 9.42 ยฑ0.30 / 10.00 ms โ no change โ
โ QQuery 74 โ 168.11 / 173.50 ยฑ6.14 / 184.20 ms โ 167.05 / 169.92 ยฑ2.65 / 174.76 ms โ no change โ
โ QQuery 75 โ 147.58 / 150.85 ยฑ4.64 / 160.00 ms โ 146.21 / 150.67 ยฑ6.12 / 162.72 ms โ no change โ
โ QQuery 76 โ 35.19 / 35.48 ยฑ0.21 / 35.68 ms โ 34.90 / 35.49 ยฑ0.48 / 36.27 ms โ no change โ
โ QQuery 77 โ 60.54 / 63.85 ยฑ4.07 / 71.86 ms โ 60.26 / 60.63 ยฑ0.28 / 61.07 ms โ +1.05x faster โ
โ QQuery 78 โ 181.44 / 187.53 ยฑ4.19 / 194.06 ms โ 182.72 / 186.98 ยฑ5.71 / 198.18 ms โ no change โ
โ QQuery 79 โ 66.84 / 67.71 ยฑ0.56 / 68.56 ms โ 66.46 / 68.57 ยฑ2.60 / 72.74 ms โ no change โ
โ QQuery 80 โ 101.33 / 102.06 ยฑ0.38 / 102.42 ms โ 99.26 / 100.82 ยฑ2.06 / 104.88 ms โ no change โ
โ QQuery 81 โ 25.50 / 25.79 ยฑ0.23 / 26.15 ms โ 25.14 / 25.38 ยฑ0.19 / 25.56 ms โ no change โ
โ QQuery 82 โ 16.44 / 19.16 ยฑ4.93 / 29.02 ms โ 16.00 / 16.13 ยฑ0.10 / 16.28 ms โ +1.19x faster โ
โ QQuery 83 โ 39.68 / 40.30 ยฑ0.45 / 41.02 ms โ 38.69 / 38.93 ยฑ0.20 / 39.22 ms โ no change โ
โ QQuery 84 โ 34.51 / 34.82 ยฑ0.17 / 35.01 ms โ 35.06 / 38.14 ยฑ4.35 / 46.52 ms โ 1.10x slower โ
โ QQuery 85 โ 108.25 / 113.02 ยฑ5.47 / 121.91 ms โ 106.99 / 108.47 ยฑ0.93 / 109.84 ms โ no change โ
โ QQuery 86 โ 25.00 / 25.43 ยฑ0.36 / 25.88 ms โ 24.45 / 24.69 ยฑ0.22 / 25.06 ms โ no change โ
โ QQuery 87 โ 63.75 / 64.88 ยฑ0.88 / 66.13 ms โ 63.03 / 64.31 ยฑ1.36 / 66.77 ms โ no change โ
โ QQuery 88 โ 61.71 / 63.19 ยฑ1.57 / 66.13 ms โ 61.39 / 61.80 ยฑ0.44 / 62.63 ms โ no change โ
โ QQuery 89 โ 35.46 / 36.36 ยฑ0.60 / 37.16 ms โ 35.23 / 35.79 ยฑ0.51 / 36.71 ms โ no change โ
โ QQuery 90 โ 16.97 / 18.58 ยฑ3.02 / 24.61 ms โ 16.80 / 16.94 ยฑ0.13 / 17.18 ms โ +1.10x faster โ
โ QQuery 91 โ 44.53 / 45.73 ยฑ0.68 / 46.49 ms โ 44.09 / 44.44 ยฑ0.22 / 44.75 ms โ no change โ
โ QQuery 92 โ 28.83 / 30.05 ยฑ0.89 / 31.10 ms โ 28.61 / 32.45 ยฑ3.86 / 38.44 ms โ 1.08x slower โ
โ QQuery 93 โ 50.97 / 52.26 ยฑ1.37 / 54.89 ms โ 50.06 / 50.89 ยฑ0.79 / 52.30 ms โ no change โ
โ QQuery 94 โ 38.56 / 39.16 ยฑ0.49 / 39.74 ms โ 37.96 / 38.36 ยฑ0.30 / 38.76 ms โ no change โ
โ QQuery 95 โ 84.95 / 86.32 ยฑ1.41 / 88.94 ms โ 82.76 / 83.57 ยฑ0.55 / 84.28 ms โ no change โ
โ QQuery 96 โ 24.15 / 24.36 ยฑ0.23 / 24.80 ms โ 24.04 / 25.48 ยฑ2.37 / 30.20 ms โ no change โ
โ QQuery 97 โ 45.67 / 46.41 ยฑ0.38 / 46.75 ms โ 45.67 / 46.87 ยฑ1.68 / 50.12 ms โ no change โ
โ QQuery 98 โ 42.05 / 43.54 ยฑ0.83 / 44.42 ms โ 42.06 / 42.68 ยฑ0.38 / 43.26 ms โ no change โ
โ QQuery 99 โ 70.04 / 71.87 ยฑ2.58 / 76.86 ms โ 68.76 / 69.40 ยฑ0.55 / 70.35 ms โ no change โ
โโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโ
โ Benchmark Summary โ โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ Total Time (HEAD) โ 10298.76ms โ
โ Total Time (array_nan) โ 10204.60ms โ
โ Average Time (HEAD) โ 104.03ms โ
โ Average Time (array_nan) โ 103.08ms โ
โ Queries Faster โ 4 โ
โ Queries Slower โ 3 โ
โ Queries with No Change โ 92 โ
โ Queries with Failure โ 0 โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโ
```
</p>
</details>
<details><summary>Resource Usage</summary>
**tpcds โ base (merge-base)**
| Metric | Value |
|--------|-------|
| Wall time | 55.0s |
| Peak memory | 5.6 GiB |
| Avg memory | 5.0 GiB |
| CPU user | 236.2s |
| CPU sys | 6.7s |
| Peak spill | 0 B |
**tpcds โ branch**
| Metric | Value |
|--------|-------|
| Wall time | 55.0s |
| Peak memory | 5.4 GiB |
| Avg memory | 4.8 GiB |
| CPU user | 235.5s |
| CPU sys | 6.3s |
| Peak spill | 0 B |
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org