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chore(deps): Update to arrow/parquet 59.2.0 - #24030

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alamb merged 1 commit into
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alamb:alamb/update_arrow_59.2.0
Aug 7, 2026
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chore(deps): Update to arrow/parquet 59.2.0#24030
alamb merged 1 commit into
apache:mainfrom
alamb:alamb/update_arrow_59.2.0

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@alamb

@alamb alamb commented Jul 31, 2026

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Which issue does this PR close?

Rationale for this change

Upgrade to latest arrow / parquet library

What changes are included in this PR?

  1. Update version pins
  2. Update for API deprecation (I will comment inline)

Are these changes tested?

yes, by CI

Are there any user-facing changes?

Not yet

if let Some(hint) = metadata_size_hint {
inner = inner.with_footer_size_hint(hint)
};
let location = partitioned_file.object_meta.location;

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filename: String,
metadata: Arc<ParquetMetaData>,
inner: ParquetObjectReader,
object_store: Arc<dyn ObjectStore>,

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this is arguable a nicer example now, as it avoids having to wrap the ParquetObjectReader

@github-actions github-actions Bot added common Related to common crate functions Changes to functions implementation labels Jul 31, 2026
let to_write = RecordBatch::try_from_iter(data).unwrap();
let path = object_store::path::Path::from(format!("{file_num}.parquet").as_str());
let object_store_writer = ParquetObjectWriter::new(Arc::clone(&store) as _, path);
let object_store_writer = BufWriter::new(Arc::clone(&store) as _, path);

@alamb alamb Jul 31, 2026

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ParquetObjectWriter was deprecated: apache/arrow-rs#10308

ParquetObjectWriter is a thin wrapper around BufWriter: https://docs.rs/parquet/latest/src/parquet/arrow/async_writer/store.rs.html#72-74

Comment thread datafusion-examples/examples/data_io/parquet_advanced_index.rs
Comment thread datafusion/common/src/nested_struct.rs Outdated
options: Option<&'a ArrowReaderOptions>,
) -> BoxFuture<'a, parquet::errors::Result<Arc<ParquetMetaData>>> {
self.inner.get_metadata(options)
let object_meta = self.partitioned_file.object_meta.clone();

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THe need for this replication is removed by unifying the structures, as I propose to do do in


**Migration guide:**

If your [`AsyncFileReader`] implementation exists mainly to read from an

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This will need to get updated if we merge this one first

acc1 = merge(acc1, acc2)?;

assert_eq!(acc1.size(), 282);
assert_eq!(acc1.size(), 290);

@alamb alamb Jul 31, 2026

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Jefffrey pushed a commit to apache/arrow-rs that referenced this pull request Aug 2, 2026
… arrow spec (#10297)" (#10506)

# Which issue does this PR close?

N/A

cc @Jefffrey and @rluvaton 

# Rationale for this change

#10297 changed the default map field names from `keys`/`values` to
`key`/`value` to match the Arrow spec. This is a good change to align
with the spec, but it is a breaking change: it broke the DataFusion
upgrade (apache/datafusion#24030) because data
produced elsewhere (e.g. by other Arrow implementations) uses the old
`keys`/`values` field names, causing schema mismatches such as:

```
InvalidArgumentError("Incorrect datatype for StructArray field \"metadata\", expected Map(\"entries\": non-null Struct(\"keys\": non-null Utf8, \"values\": Utf8), unsorted) got Map(\"entries\": non-null Struct(\"key\": non-null Utf8, \"value\": Utf8), unsorted)")
```

See discussion on #10297:
#10297 (comment)

We should hold the field name change for the next breaking release to
minimize downstream churn on a minor release, rather than ship it in a
minor release.

# What changes are included in this PR?

- Reverts b963ecf (#10297), restoring
the default map field names to `keys`/`values` (plural).
- Updates a test added by #10475 after #10297 merged 

# Are these changes tested?

Existing tests.

# Are there any user-facing changes?

Yes: this reverts the default `MapFieldNames` back to `keys`/`values`
(as it was prior to #10297), rather than `key`/`value`. The intent is to
reapply #10297 as part of the next breaking release.
@alamb
alamb force-pushed the alamb/update_arrow_59.2.0 branch from e0fe024 to f19d7ce Compare August 2, 2026 09:19
@github-actions github-actions Bot added proto Related to proto crate and removed common Related to common crate labels Aug 2, 2026
"entries",
DataType::Struct(Fields::from(vec![
Field::new("key", DataType::Int32, true),
Field::new("key", DataType::Int32, false),

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this is necessary due to MapArray becoming more strict in

@codecov-commenter

codecov-commenter commented Aug 3, 2026

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Codecov Report

❌ Patch coverage is 80.00000% with 3 lines in your changes missing coverage. Please review.
✅ Project coverage is 81.05%. Comparing base (24483db) to head (299d264).

Files with missing lines Patch % Lines
datafusion/datasource-parquet/src/reader.rs 83.33% 0 Missing and 2 partials ⚠️
benchmarks/src/cancellation.rs 0.00% 1 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main   #24030      +/-   ##
==========================================
- Coverage   81.05%   81.05%   -0.01%     
==========================================
  Files        1106     1106              
  Lines      380556   380542      -14     
  Branches   380556   380542      -14     
==========================================
- Hits       308477   308459      -18     
+ Misses      53861    53860       -1     
- Partials    18218    18223       +5     

☔ View full report in Codecov by Harness.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.
  • 📦 JS Bundle Analysis: Save yourself from yourself by tracking and limiting bundle sizes in JS merges.

joroKr21 pushed a commit to coralogix/arrow-datafusion that referenced this pull request Aug 4, 2026
…ache#24036)

## Which issue does this PR close?


- Related to apache#24030
- Related to apache/arrow-rs#9879

## Rationale for this change

Upstream arrow-rs is deprecating the ParquetObjectReader (see
apache/arrow-rs#10308)

Not using the deprecated code involves copying some code for each
existing usage, and I found that `CachedParquetFileReader` and
`ParquetFileReader` are almost the same

## What changes are included in this PR?

1. unify `ParquetFileReader` and `CachedParquetFileReader`
2. make the fields non `pub`

## Are these changes tested?

Yes by CI

## Are there any user-facing changes?

There are breaking API changes, though I think for the better (things
are now encapsulated more)
@alamb
alamb force-pushed the alamb/update_arrow_59.2.0 branch from 3465b7d to 68d2b47 Compare August 6, 2026 14:29
@alamb alamb changed the title WIP: Update to arrow/parquet 59.2.0 Update to arrow/parquet 59.2.0 Aug 6, 2026
@alamb

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self.inner.get_bytes(range)
let object_store = Arc::clone(&self.object_store);
let location = self.location.clone();
async move {

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this is basically the only code that the ParquetObjectReader was performing that we didn't already have

partitioned_file.object_meta.location.as_ref(),
metrics,
);
let store = Arc::clone(&self.store);

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rather than wrapping an inner ParquetObjectReader the reader now implements the AsyncRead trait directly

Comment thread Cargo.lock
]

[[package]]
name = "paste"

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we did remove an old paste dependency 🎉

@alamb alamb changed the title Update to arrow/parquet 59.2.0 chore(deps): Update to arrow/parquet 59.2.0 Aug 6, 2026
@alamb
alamb marked this pull request as ready for review August 6, 2026 14:32
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@alamb

alamb commented Aug 6, 2026

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The benchmark numbers don't look great 😬

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@alamb
alamb force-pushed the alamb/update_arrow_59.2.0 branch from 68d2b47 to 299d264 Compare August 6, 2026 18:50
@alamb

alamb commented Aug 6, 2026

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run benchmarks

@alamb

alamb commented Aug 6, 2026

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The benchmark numbers don't look great 😬

The next run didn't show any difference, so I think the first run was just noise; I am rerunning just to be sure

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5208335088-1484-9sfl9 6.12.85+ #1 SMP Wed Jun 17 20:31:55 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
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

Comparing alamb/update_arrow_59.2.0 (299d264) to 24483db (merge-base) diff

Run configuration
run benchmark tpch

Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5208335088-1483-m92jx 6.12.85+ #1 SMP Wed Jun 17 20:31:55 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
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

Comparing alamb/update_arrow_59.2.0 (299d264) to 24483db (merge-base) diff

Run configuration
run benchmark tpcds

Results will be posted here when complete


File an issue against this benchmark runner

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5208335088-1482-pc44b 6.12.85+ #1 SMP Wed Jun 17 20:31:55 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
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

Comparing alamb/update_arrow_59.2.0 (299d264) to 24483db (merge-base) diff

Run configuration
run benchmark clickbench_partitioned

Results will be posted here when complete


File an issue against this benchmark runner

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🤖 Benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

Comparing alamb/update_arrow_59.2.0 (299d264) to 24483db (merge-base) diff

Run configuration
run benchmark tpch
CPU Details (lscpu)
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 HEAD and alamb_update_arrow_59.2.0
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃     HEAD ┃ alamb_update_arrow_59.2.0 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │ 38.70 ms │                  38.56 ms │     no change │
│ QQuery 2  │ 19.86 ms │                  19.59 ms │     no change │
│ QQuery 3  │ 31.30 ms │                  33.33 ms │  1.06x slower │
│ QQuery 4  │ 17.48 ms │                  17.60 ms │     no change │
│ QQuery 5  │ 40.08 ms │                  37.81 ms │ +1.06x faster │
│ QQuery 6  │ 16.30 ms │                  16.63 ms │     no change │
│ QQuery 7  │ 44.70 ms │                  47.08 ms │  1.05x slower │
│ QQuery 8  │ 43.15 ms │                  42.27 ms │     no change │
│ QQuery 9  │ 49.77 ms │                  49.05 ms │     no change │
│ QQuery 10 │ 43.98 ms │                  42.66 ms │     no change │
│ QQuery 11 │ 13.68 ms │                  13.75 ms │     no change │
│ QQuery 12 │ 23.97 ms │                  23.87 ms │     no change │
│ QQuery 13 │ 33.08 ms │                  31.93 ms │     no change │
│ QQuery 14 │ 23.77 ms │                  23.42 ms │     no change │
│ QQuery 15 │ 31.72 ms │                  31.23 ms │     no change │
│ QQuery 16 │ 14.60 ms │                  14.11 ms │     no change │
│ QQuery 17 │ 74.00 ms │                  71.26 ms │     no change │
│ QQuery 18 │ 61.16 ms │                  59.84 ms │     no change │
│ QQuery 19 │ 33.17 ms │                  33.30 ms │     no change │
│ QQuery 20 │ 31.83 ms │                  31.97 ms │     no change │
│ QQuery 21 │ 55.59 ms │                  56.18 ms │     no change │
│ QQuery 22 │ 14.21 ms │                  14.33 ms │     no change │
└───────────┴──────────┴───────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary                        ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)                        │ 756.08ms │
│ Total Time (alamb_update_arrow_59.2.0)   │ 749.76ms │
│ Average Time (HEAD)                      │  34.37ms │
│ Average Time (alamb_update_arrow_59.2.0) │  34.08ms │
│ Queries Faster                           │        1 │
│ Queries Slower                           │        2 │
│ Queries with No Change                   │       19 │
│ Queries with Failure                     │        0 │
└──────────────────────────────────────────┴──────────┘

Distribution per query (min / mean ±stddev / max):

Comparing HEAD and alamb_update_arrow_59.2.0
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                           HEAD ┃      alamb_update_arrow_59.2.0 ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1  │ 38.70 / 40.78 ±1.16 / 41.78 ms │ 38.56 / 39.90 ±2.14 / 44.16 ms │    no change │
│ QQuery 2  │ 19.86 / 20.02 ±0.11 / 20.17 ms │ 19.59 / 19.96 ±0.28 / 20.38 ms │    no change │
│ QQuery 3  │ 31.30 / 32.05 ±0.95 / 33.90 ms │ 33.33 / 33.60 ±0.28 / 34.04 ms │    no change │
│ QQuery 4  │ 17.48 / 18.31 ±0.61 / 19.11 ms │ 17.60 / 17.70 ±0.15 / 17.99 ms │    no change │
│ QQuery 5  │ 40.08 / 40.89 ±0.56 / 41.81 ms │ 37.81 / 40.69 ±1.73 / 42.91 ms │    no change │
│ QQuery 6  │ 16.30 / 16.40 ±0.11 / 16.60 ms │ 16.63 / 17.42 ±0.89 / 19.12 ms │ 1.06x slower │
│ QQuery 7  │ 44.70 / 47.49 ±2.01 / 50.69 ms │ 47.08 / 49.38 ±1.70 / 51.85 ms │    no change │
│ QQuery 8  │ 43.15 / 43.81 ±0.69 / 44.95 ms │ 42.27 / 42.66 ±0.22 / 42.89 ms │    no change │
│ QQuery 9  │ 49.77 / 50.66 ±0.69 / 51.59 ms │ 49.05 / 50.43 ±1.31 / 52.88 ms │    no change │
│ QQuery 10 │ 43.98 / 44.96 ±1.18 / 47.26 ms │ 42.66 / 42.91 ±0.26 / 43.38 ms │    no change │
│ QQuery 11 │ 13.68 / 14.04 ±0.33 / 14.63 ms │ 13.75 / 13.83 ±0.06 / 13.93 ms │    no change │
│ QQuery 12 │ 23.97 / 24.22 ±0.19 / 24.52 ms │ 23.87 / 24.64 ±0.63 / 25.69 ms │    no change │
│ QQuery 13 │ 33.08 / 34.09 ±0.91 / 35.58 ms │ 31.93 / 33.56 ±1.36 / 35.31 ms │    no change │
│ QQuery 14 │ 23.77 / 23.93 ±0.12 / 24.10 ms │ 23.42 / 23.67 ±0.18 / 23.96 ms │    no change │
│ QQuery 15 │ 31.72 / 32.98 ±1.06 / 34.81 ms │ 31.23 / 32.75 ±2.29 / 37.25 ms │    no change │
│ QQuery 16 │ 14.60 / 14.81 ±0.13 / 14.93 ms │ 14.11 / 14.23 ±0.13 / 14.47 ms │    no change │
│ QQuery 17 │ 74.00 / 75.78 ±1.58 / 77.69 ms │ 71.26 / 72.80 ±1.22 / 74.71 ms │    no change │
│ QQuery 18 │ 61.16 / 62.49 ±1.11 / 64.01 ms │ 59.84 / 61.10 ±1.22 / 63.38 ms │    no change │
│ QQuery 19 │ 33.17 / 33.59 ±0.39 / 34.19 ms │ 33.30 / 33.79 ±0.59 / 34.94 ms │    no change │
│ QQuery 20 │ 31.83 / 32.19 ±0.32 / 32.70 ms │ 31.97 / 32.30 ±0.19 / 32.48 ms │    no change │
│ QQuery 21 │ 55.59 / 57.50 ±1.37 / 59.80 ms │ 56.18 / 56.94 ±0.68 / 57.93 ms │    no change │
│ QQuery 22 │ 14.21 / 14.42 ±0.15 / 14.56 ms │ 14.33 / 14.47 ±0.11 / 14.62 ms │    no change │
└───────────┴────────────────────────────────┴────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary                        ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)                        │ 775.43ms │
│ Total Time (alamb_update_arrow_59.2.0)   │ 768.74ms │
│ Average Time (HEAD)                      │  35.25ms │
│ Average Time (alamb_update_arrow_59.2.0) │  34.94ms │
│ Queries Faster                           │        0 │
│ Queries Slower                           │        1 │
│ Queries with No Change                   │       21 │
│ Queries with Failure                     │        0 │
└──────────────────────────────────────────┴──────────┘

Resource Usage

tpch — base (merge-base)

Metric Value
Wall time 5.0s
Peak memory 1.3 GiB
Avg memory 540.0 MiB
CPU user 22.4s
CPU sys 1.7s
Peak spill 0 B

tpch — branch

Metric Value
Wall time 5.0s
Peak memory 1021.3 MiB
Avg memory 477.2 MiB
CPU user 22.1s
CPU sys 1.7s
Peak spill 0 B

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🤖 Benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

Comparing alamb/update_arrow_59.2.0 (299d264) to 24483db (merge-base) diff

Run configuration
run benchmark tpcds
CPU Details (lscpu)
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 HEAD and alamb_update_arrow_59.2.0
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃       HEAD ┃ alamb_update_arrow_59.2.0 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │    5.66 ms │                   5.57 ms │     no change │
│ QQuery 2  │   80.91 ms │                  80.96 ms │     no change │
│ QQuery 3  │   29.29 ms │                  29.73 ms │     no change │
│ QQuery 4  │  520.85 ms │                 510.69 ms │     no change │
│ QQuery 5  │   52.37 ms │                  52.23 ms │     no change │
│ QQuery 6  │   37.95 ms │                  37.41 ms │     no change │
│ QQuery 7  │   96.14 ms │                  95.58 ms │     no change │
│ QQuery 8  │   37.87 ms │                  36.84 ms │     no change │
│ QQuery 9  │   54.15 ms │                  52.50 ms │     no change │
│ QQuery 10 │   64.59 ms │                  63.65 ms │     no change │
│ QQuery 11 │  338.53 ms │                 321.79 ms │     no change │
│ QQuery 12 │   29.70 ms │                  29.03 ms │     no change │
│ QQuery 13 │  121.36 ms │                 120.50 ms │     no change │
│ QQuery 14 │  423.97 ms │                 419.02 ms │     no change │
│ QQuery 15 │   62.43 ms │                  60.94 ms │     no change │
│ QQuery 16 │    7.06 ms │                   7.00 ms │     no change │
│ QQuery 17 │   81.73 ms │                  81.47 ms │     no change │
│ QQuery 18 │  125.67 ms │                 125.19 ms │     no change │
│ QQuery 19 │   43.05 ms │                  42.12 ms │     no change │
│ QQuery 20 │   37.90 ms │                  36.46 ms │     no change │
│ QQuery 21 │   17.80 ms │                  17.69 ms │     no change │
│ QQuery 22 │   66.30 ms │                  65.19 ms │     no change │
│ QQuery 23 │  362.08 ms │                 356.64 ms │     no change │
│ QQuery 24 │  229.74 ms │                 226.55 ms │     no change │
│ QQuery 25 │  112.41 ms │                 112.92 ms │     no change │
│ QQuery 26 │   58.62 ms │                  59.07 ms │     no change │
│ QQuery 27 │    6.51 ms │                   6.34 ms │     no change │
│ QQuery 28 │   61.95 ms │                  57.84 ms │ +1.07x faster │
│ QQuery 29 │   98.82 ms │                  99.23 ms │     no change │
│ QQuery 30 │   33.48 ms │                  34.09 ms │     no change │
│ QQuery 31 │  114.48 ms │                 113.77 ms │     no change │
│ QQuery 32 │   21.29 ms │                  21.13 ms │     no change │
│ QQuery 33 │   38.75 ms │                  39.19 ms │     no change │
│ QQuery 34 │   10.58 ms │                  10.30 ms │     no change │
│ QQuery 35 │   75.41 ms │                  75.39 ms │     no change │
│ QQuery 36 │    6.11 ms │                   5.92 ms │     no change │
│ QQuery 37 │    7.24 ms │                   7.07 ms │     no change │
│ QQuery 38 │   65.54 ms │                  65.19 ms │     no change │
│ QQuery 39 │   93.57 ms │                  93.43 ms │     no change │
│ QQuery 40 │   23.60 ms │                  23.75 ms │     no change │
│ QQuery 41 │   11.98 ms │                  11.96 ms │     no change │
│ QQuery 42 │   24.83 ms │                  24.52 ms │     no change │
│ QQuery 43 │    5.06 ms │                   5.15 ms │     no change │
│ QQuery 44 │    9.77 ms │                   9.61 ms │     no change │
│ QQuery 45 │   40.81 ms │                  42.65 ms │     no change │
│ QQuery 46 │   12.43 ms │                  12.64 ms │     no change │
│ QQuery 47 │  243.66 ms │                 241.25 ms │     no change │
│ QQuery 48 │   97.10 ms │                  97.58 ms │     no change │
│ QQuery 49 │   77.37 ms │                  78.51 ms │     no change │
│ QQuery 50 │   59.51 ms │                  60.66 ms │     no change │
│ QQuery 51 │   92.52 ms │                  95.20 ms │     no change │
│ QQuery 52 │   24.41 ms │                  24.83 ms │     no change │
│ QQuery 53 │   29.85 ms │                  30.17 ms │     no change │
│ QQuery 54 │   54.94 ms │                  55.79 ms │     no change │
│ QQuery 55 │   24.29 ms │                  24.22 ms │     no change │
│ QQuery 56 │   40.23 ms │                  40.43 ms │     no change │
│ QQuery 57 │  179.17 ms │                 181.54 ms │     no change │
│ QQuery 58 │  115.44 ms │                 115.02 ms │     no change │
│ QQuery 59 │  118.52 ms │                 118.02 ms │     no change │
│ QQuery 60 │   40.25 ms │                  40.34 ms │     no change │
│ QQuery 61 │   12.60 ms │                  12.28 ms │     no change │
│ QQuery 62 │   47.16 ms │                  46.62 ms │     no change │
│ QQuery 63 │   30.17 ms │                  29.81 ms │     no change │
│ QQuery 64 │  417.34 ms │                 411.03 ms │     no change │
│ QQuery 65 │  128.38 ms │                 127.23 ms │     no change │
│ QQuery 66 │   81.59 ms │                  80.93 ms │     no change │
│ QQuery 67 │  257.39 ms │                 255.08 ms │     no change │
│ QQuery 68 │   12.39 ms │                  12.78 ms │     no change │
│ QQuery 69 │   57.58 ms │                  58.69 ms │     no change │
│ QQuery 70 │  109.04 ms │                 106.58 ms │     no change │
│ QQuery 71 │   36.17 ms │                  35.57 ms │     no change │
│ QQuery 72 │ 2125.24 ms │                2082.45 ms │     no change │
│ QQuery 73 │    9.99 ms │                   9.94 ms │     no change │
│ QQuery 74 │  184.86 ms │                 182.24 ms │     no change │
│ QQuery 75 │  150.54 ms │                 148.88 ms │     no change │
│ QQuery 76 │   36.25 ms │                  35.60 ms │     no change │
│ QQuery 77 │   63.06 ms │                  62.17 ms │     no change │
│ QQuery 78 │  201.72 ms │                 202.24 ms │     no change │
│ QQuery 79 │   68.83 ms │                  67.20 ms │     no change │
│ QQuery 80 │  101.25 ms │                 100.34 ms │     no change │
│ QQuery 81 │   26.88 ms │                  26.57 ms │     no change │
│ QQuery 82 │   17.00 ms │                  16.83 ms │     no change │
│ QQuery 83 │   40.47 ms │                  40.59 ms │     no change │
│ QQuery 84 │   30.52 ms │                  30.49 ms │     no change │
│ QQuery 85 │  107.38 ms │                 108.12 ms │     no change │
│ QQuery 86 │   25.56 ms │                  25.92 ms │     no change │
│ QQuery 87 │   64.00 ms │                  64.82 ms │     no change │
│ QQuery 88 │   64.39 ms │                  63.84 ms │     no change │
│ QQuery 89 │   36.31 ms │                  36.02 ms │     no change │
│ QQuery 90 │   17.53 ms │                  17.36 ms │     no change │
│ QQuery 91 │   46.38 ms │                  46.55 ms │     no change │
│ QQuery 92 │   30.50 ms │                  29.50 ms │     no change │
│ QQuery 93 │   50.90 ms │                  50.39 ms │     no change │
│ QQuery 94 │   38.66 ms │                  39.32 ms │     no change │
│ QQuery 95 │   82.00 ms │                  81.57 ms │     no change │
│ QQuery 96 │   24.72 ms │                  24.31 ms │     no change │
│ QQuery 97 │   47.88 ms │                  47.71 ms │     no change │
│ QQuery 98 │   43.53 ms │                  43.72 ms │     no change │
│ QQuery 99 │   70.69 ms │                  70.91 ms │     no change │
└───────────┴────────────┴───────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                        ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                        │ 10054.46ms │
│ Total Time (alamb_update_arrow_59.2.0)   │  9941.68ms │
│ Average Time (HEAD)                      │   101.56ms │
│ Average Time (alamb_update_arrow_59.2.0) │   100.42ms │
│ Queries Faster                           │          1 │
│ Queries Slower                           │          0 │
│ Queries with No Change                   │         98 │
│ Queries with Failure                     │          0 │
└──────────────────────────────────────────┴────────────┘

Distribution per query (min / mean ±stddev / max):

Comparing HEAD and alamb_update_arrow_59.2.0
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃             alamb_update_arrow_59.2.0 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │           5.66 / 6.15 ±0.78 / 7.70 ms │           5.57 / 6.08 ±0.91 / 7.91 ms │     no change │
│ QQuery 2  │        80.91 / 81.07 ±0.13 / 81.25 ms │        80.96 / 81.19 ±0.18 / 81.40 ms │     no change │
│ QQuery 3  │        29.29 / 29.98 ±0.36 / 30.26 ms │        29.73 / 29.89 ±0.17 / 30.23 ms │     no change │
│ QQuery 4  │     520.85 / 524.86 ±3.82 / 530.70 ms │     510.69 / 515.44 ±5.44 / 525.75 ms │     no change │
│ QQuery 5  │        52.37 / 52.72 ±0.29 / 53.07 ms │        52.23 / 52.56 ±0.25 / 52.90 ms │     no change │
│ QQuery 6  │        37.95 / 38.34 ±0.32 / 38.81 ms │        37.41 / 37.78 ±0.46 / 38.69 ms │     no change │
│ QQuery 7  │       96.14 / 98.40 ±2.79 / 103.72 ms │       95.58 / 98.16 ±4.10 / 106.32 ms │     no change │
│ QQuery 8  │        37.87 / 38.24 ±0.27 / 38.60 ms │        36.84 / 37.43 ±0.43 / 38.00 ms │     no change │
│ QQuery 9  │        54.15 / 55.50 ±1.00 / 57.21 ms │        52.50 / 54.93 ±1.48 / 56.64 ms │     no change │
│ QQuery 10 │        64.59 / 64.88 ±0.28 / 65.30 ms │        63.65 / 64.22 ±0.32 / 64.62 ms │     no change │
│ QQuery 11 │     338.53 / 340.69 ±1.83 / 343.08 ms │     321.79 / 327.99 ±5.21 / 334.03 ms │     no change │
│ QQuery 12 │        29.70 / 30.14 ±0.35 / 30.65 ms │        29.03 / 29.37 ±0.22 / 29.68 ms │     no change │
│ QQuery 13 │     121.36 / 121.83 ±0.26 / 122.10 ms │     120.50 / 122.07 ±1.96 / 125.46 ms │     no change │
│ QQuery 14 │     423.97 / 426.64 ±2.50 / 429.83 ms │     419.02 / 422.11 ±2.86 / 427.29 ms │     no change │
│ QQuery 15 │        62.43 / 63.91 ±0.87 / 64.78 ms │        60.94 / 62.37 ±0.76 / 63.00 ms │     no change │
│ QQuery 16 │           7.06 / 7.21 ±0.09 / 7.29 ms │           7.00 / 7.18 ±0.12 / 7.33 ms │     no change │
│ QQuery 17 │        81.73 / 83.64 ±2.91 / 89.36 ms │        81.47 / 82.62 ±1.10 / 84.48 ms │     no change │
│ QQuery 18 │     125.67 / 126.59 ±0.98 / 128.49 ms │     125.19 / 126.32 ±1.03 / 127.69 ms │     no change │
│ QQuery 19 │        43.05 / 44.55 ±2.23 / 49.00 ms │        42.12 / 42.74 ±0.42 / 43.19 ms │     no change │
│ QQuery 20 │        37.90 / 38.14 ±0.28 / 38.62 ms │        36.46 / 37.71 ±1.41 / 40.38 ms │     no change │
│ QQuery 21 │        17.80 / 18.08 ±0.14 / 18.21 ms │        17.69 / 17.92 ±0.17 / 18.20 ms │     no change │
│ QQuery 22 │        66.30 / 67.24 ±0.62 / 68.01 ms │        65.19 / 65.49 ±0.29 / 66.01 ms │     no change │
│ QQuery 23 │     362.08 / 366.46 ±4.23 / 373.98 ms │     356.64 / 358.53 ±1.34 / 360.48 ms │     no change │
│ QQuery 24 │     229.74 / 231.75 ±2.58 / 236.67 ms │     226.55 / 228.73 ±1.58 / 230.79 ms │     no change │
│ QQuery 25 │     112.41 / 115.47 ±4.20 / 123.76 ms │     112.92 / 114.31 ±1.38 / 116.81 ms │     no change │
│ QQuery 26 │        58.62 / 59.05 ±0.58 / 60.17 ms │        59.07 / 60.14 ±0.69 / 60.86 ms │     no change │
│ QQuery 27 │           6.51 / 6.60 ±0.09 / 6.76 ms │           6.34 / 6.57 ±0.17 / 6.83 ms │     no change │
│ QQuery 28 │        61.95 / 62.32 ±0.29 / 62.66 ms │        57.84 / 60.98 ±1.79 / 63.21 ms │     no change │
│ QQuery 29 │      98.82 / 102.55 ±4.34 / 110.72 ms │      99.23 / 103.74 ±3.42 / 108.34 ms │     no change │
│ QQuery 30 │        33.48 / 33.75 ±0.26 / 34.16 ms │        34.09 / 34.78 ±0.55 / 35.75 ms │     no change │
│ QQuery 31 │     114.48 / 115.14 ±1.21 / 117.55 ms │     113.77 / 114.97 ±1.29 / 117.33 ms │     no change │
│ QQuery 32 │        21.29 / 21.49 ±0.13 / 21.67 ms │        21.13 / 21.51 ±0.32 / 22.02 ms │     no change │
│ QQuery 33 │        38.75 / 39.15 ±0.24 / 39.42 ms │        39.19 / 39.49 ±0.19 / 39.71 ms │     no change │
│ QQuery 34 │        10.58 / 10.61 ±0.04 / 10.69 ms │        10.30 / 10.58 ±0.20 / 10.74 ms │     no change │
│ QQuery 35 │        75.41 / 76.17 ±0.45 / 76.69 ms │        75.39 / 75.97 ±0.52 / 76.61 ms │     no change │
│ QQuery 36 │           6.11 / 6.37 ±0.23 / 6.72 ms │           5.92 / 6.05 ±0.16 / 6.35 ms │     no change │
│ QQuery 37 │          7.24 / 8.65 ±1.70 / 11.14 ms │           7.07 / 7.16 ±0.07 / 7.26 ms │ +1.21x faster │
│ QQuery 38 │        65.54 / 66.67 ±1.49 / 69.61 ms │        65.19 / 66.07 ±1.32 / 68.69 ms │     no change │
│ QQuery 39 │        93.57 / 94.52 ±1.03 / 96.26 ms │        93.43 / 94.36 ±0.72 / 95.27 ms │     no change │
│ QQuery 40 │        23.60 / 23.77 ±0.12 / 23.97 ms │        23.75 / 24.20 ±0.46 / 25.07 ms │     no change │
│ QQuery 41 │        11.98 / 12.39 ±0.61 / 13.57 ms │        11.96 / 12.11 ±0.15 / 12.36 ms │     no change │
│ QQuery 42 │        24.83 / 25.05 ±0.23 / 25.48 ms │        24.52 / 24.88 ±0.28 / 25.36 ms │     no change │
│ QQuery 43 │           5.06 / 5.24 ±0.15 / 5.52 ms │           5.15 / 5.27 ±0.10 / 5.43 ms │     no change │
│ QQuery 44 │          9.77 / 9.89 ±0.09 / 10.04 ms │         9.61 / 10.63 ±1.96 / 14.55 ms │  1.07x slower │
│ QQuery 45 │        40.81 / 41.82 ±0.85 / 42.87 ms │        42.65 / 44.38 ±1.35 / 46.55 ms │  1.06x slower │
│ QQuery 46 │        12.43 / 12.52 ±0.05 / 12.57 ms │        12.64 / 12.99 ±0.26 / 13.43 ms │     no change │
│ QQuery 47 │     243.66 / 247.18 ±2.36 / 250.25 ms │     241.25 / 250.53 ±5.45 / 258.26 ms │     no change │
│ QQuery 48 │       97.10 / 98.72 ±1.53 / 101.16 ms │        97.58 / 98.66 ±0.63 / 99.56 ms │     no change │
│ QQuery 49 │        77.37 / 78.32 ±0.62 / 79.23 ms │        78.51 / 79.39 ±1.06 / 81.41 ms │     no change │
│ QQuery 50 │        59.51 / 60.18 ±0.52 / 60.76 ms │        60.66 / 61.03 ±0.34 / 61.64 ms │     no change │
│ QQuery 51 │       92.52 / 96.51 ±6.93 / 110.36 ms │       95.20 / 97.54 ±2.49 / 101.17 ms │     no change │
│ QQuery 52 │        24.41 / 24.85 ±0.38 / 25.43 ms │        24.83 / 25.21 ±0.22 / 25.43 ms │     no change │
│ QQuery 53 │        29.85 / 30.31 ±0.26 / 30.60 ms │        30.17 / 30.32 ±0.12 / 30.53 ms │     no change │
│ QQuery 54 │        54.94 / 56.08 ±0.65 / 56.90 ms │        55.79 / 56.27 ±0.40 / 56.88 ms │     no change │
│ QQuery 55 │        24.29 / 26.25 ±2.75 / 31.57 ms │        24.22 / 24.61 ±0.24 / 24.86 ms │ +1.07x faster │
│ QQuery 56 │        40.23 / 40.92 ±0.65 / 42.07 ms │        40.43 / 42.67 ±3.28 / 49.17 ms │     no change │
│ QQuery 57 │     179.17 / 182.41 ±4.32 / 190.92 ms │     181.54 / 183.71 ±2.01 / 186.94 ms │     no change │
│ QQuery 58 │     115.44 / 116.93 ±1.97 / 120.67 ms │     115.02 / 116.68 ±1.48 / 119.35 ms │     no change │
│ QQuery 59 │     118.52 / 120.60 ±2.92 / 126.39 ms │     118.02 / 120.35 ±2.93 / 126.01 ms │     no change │
│ QQuery 60 │        40.25 / 40.98 ±0.48 / 41.49 ms │        40.34 / 40.79 ±0.38 / 41.24 ms │     no change │
│ QQuery 61 │        12.60 / 12.69 ±0.06 / 12.77 ms │        12.28 / 12.43 ±0.15 / 12.67 ms │     no change │
│ QQuery 62 │        47.16 / 47.77 ±0.43 / 48.30 ms │        46.62 / 47.00 ±0.19 / 47.14 ms │     no change │
│ QQuery 63 │        30.17 / 30.47 ±0.18 / 30.62 ms │        29.81 / 29.96 ±0.12 / 30.15 ms │     no change │
│ QQuery 64 │     417.34 / 424.75 ±6.60 / 436.30 ms │     411.03 / 414.50 ±2.33 / 417.30 ms │     no change │
│ QQuery 65 │     128.38 / 129.67 ±1.25 / 131.87 ms │     127.23 / 129.78 ±1.34 / 131.21 ms │     no change │
│ QQuery 66 │        81.59 / 83.86 ±2.34 / 88.16 ms │        80.93 / 81.59 ±0.46 / 82.27 ms │     no change │
│ QQuery 67 │     257.39 / 261.65 ±4.57 / 270.03 ms │     255.08 / 260.95 ±5.69 / 268.89 ms │     no change │
│ QQuery 68 │        12.39 / 12.55 ±0.15 / 12.77 ms │        12.78 / 12.86 ±0.05 / 12.94 ms │     no change │
│ QQuery 69 │        57.58 / 58.04 ±0.25 / 58.33 ms │        58.69 / 58.83 ±0.18 / 59.15 ms │     no change │
│ QQuery 70 │     109.04 / 112.87 ±4.86 / 122.13 ms │     106.58 / 113.07 ±8.71 / 130.04 ms │     no change │
│ QQuery 71 │        36.17 / 36.69 ±0.27 / 36.92 ms │        35.57 / 36.32 ±0.52 / 37.11 ms │     no change │
│ QQuery 72 │ 2125.24 / 2165.87 ±41.34 / 2227.34 ms │ 2082.45 / 2159.90 ±55.45 / 2227.27 ms │     no change │
│ QQuery 73 │         9.99 / 10.25 ±0.14 / 10.36 ms │         9.94 / 10.20 ±0.28 / 10.73 ms │     no change │
│ QQuery 74 │     184.86 / 188.37 ±5.45 / 199.24 ms │     182.24 / 185.93 ±4.58 / 194.69 ms │     no change │
│ QQuery 75 │     150.54 / 156.11 ±9.08 / 174.16 ms │     148.88 / 150.41 ±1.33 / 152.88 ms │     no change │
│ QQuery 76 │        36.25 / 36.78 ±0.36 / 37.32 ms │        35.60 / 39.14 ±6.02 / 51.16 ms │  1.06x slower │
│ QQuery 77 │        63.06 / 63.39 ±0.25 / 63.67 ms │        62.17 / 62.81 ±0.82 / 64.39 ms │     no change │
│ QQuery 78 │     201.72 / 206.00 ±4.98 / 215.60 ms │     202.24 / 204.85 ±2.87 / 210.04 ms │     no change │
│ QQuery 79 │        68.83 / 70.15 ±1.30 / 72.45 ms │        67.20 / 67.87 ±0.39 / 68.32 ms │     no change │
│ QQuery 80 │     101.25 / 103.44 ±1.93 / 106.42 ms │     100.34 / 104.44 ±4.16 / 112.34 ms │     no change │
│ QQuery 81 │        26.88 / 27.07 ±0.19 / 27.40 ms │        26.57 / 27.02 ±0.33 / 27.39 ms │     no change │
│ QQuery 82 │        17.00 / 17.69 ±1.17 / 20.03 ms │        16.83 / 16.94 ±0.12 / 17.16 ms │     no change │
│ QQuery 83 │        40.47 / 41.02 ±0.44 / 41.73 ms │        40.59 / 41.00 ±0.54 / 42.03 ms │     no change │
│ QQuery 84 │        30.52 / 33.26 ±2.93 / 37.98 ms │        30.49 / 30.71 ±0.13 / 30.85 ms │ +1.08x faster │
│ QQuery 85 │     107.38 / 107.94 ±0.65 / 109.18 ms │     108.12 / 113.67 ±6.70 / 126.65 ms │  1.05x slower │
│ QQuery 86 │        25.56 / 26.05 ±0.37 / 26.55 ms │        25.92 / 26.29 ±0.55 / 27.39 ms │     no change │
│ QQuery 87 │        64.00 / 65.61 ±1.97 / 69.39 ms │        64.82 / 65.47 ±0.47 / 66.17 ms │     no change │
│ QQuery 88 │        64.39 / 64.77 ±0.46 / 65.66 ms │        63.84 / 66.39 ±3.13 / 72.51 ms │     no change │
│ QQuery 89 │        36.31 / 36.55 ±0.21 / 36.89 ms │        36.02 / 37.27 ±0.68 / 37.83 ms │     no change │
│ QQuery 90 │        17.53 / 17.74 ±0.11 / 17.85 ms │        17.36 / 17.62 ±0.23 / 18.04 ms │     no change │
│ QQuery 91 │        46.38 / 46.74 ±0.31 / 47.29 ms │        46.55 / 47.24 ±0.38 / 47.61 ms │     no change │
│ QQuery 92 │        30.50 / 32.64 ±2.44 / 36.92 ms │        29.50 / 29.94 ±0.43 / 30.72 ms │ +1.09x faster │
│ QQuery 93 │        50.90 / 51.78 ±1.05 / 53.78 ms │        50.39 / 52.72 ±2.61 / 57.82 ms │     no change │
│ QQuery 94 │        38.66 / 39.14 ±0.43 / 39.74 ms │        39.32 / 39.93 ±0.51 / 40.62 ms │     no change │
│ QQuery 95 │        82.00 / 82.42 ±0.31 / 82.96 ms │        81.57 / 82.21 ±0.59 / 83.04 ms │     no change │
│ QQuery 96 │        24.72 / 25.85 ±1.96 / 29.76 ms │        24.31 / 24.48 ±0.11 / 24.66 ms │ +1.06x faster │
│ QQuery 97 │        47.88 / 48.92 ±0.95 / 50.69 ms │        47.71 / 48.99 ±1.29 / 50.60 ms │     no change │
│ QQuery 98 │        43.53 / 44.14 ±0.42 / 44.76 ms │        43.72 / 44.38 ±0.55 / 45.26 ms │     no change │
│ QQuery 99 │        70.69 / 71.36 ±0.42 / 71.88 ms │        70.91 / 71.33 ±0.25 / 71.69 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                        ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                        │ 10218.47ms │
│ Total Time (alamb_update_arrow_59.2.0)   │ 10154.21ms │
│ Average Time (HEAD)                      │   103.22ms │
│ Average Time (alamb_update_arrow_59.2.0) │   102.57ms │
│ Queries Faster                           │          5 │
│ Queries Slower                           │          4 │
│ Queries with No Change                   │         90 │
│ Queries with Failure                     │          0 │
└──────────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric Value
Wall time 55.0s
Peak memory 2.0 GiB
Avg memory 1.4 GiB
CPU user 228.3s
CPU sys 6.0s
Peak spill 0 B

tpcds — branch

Metric Value
Wall time 55.0s
Peak memory 2.1 GiB
Avg memory 1.4 GiB
CPU user 225.7s
CPU sys 6.0s
Peak spill 0 B

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🤖 Benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

Comparing alamb/update_arrow_59.2.0 (299d264) to 24483db (merge-base) diff

Run configuration
run benchmark clickbench_partitioned
CPU Details (lscpu)
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 HEAD and alamb_update_arrow_59.2.0
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃       HEAD ┃ alamb_update_arrow_59.2.0 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │    1.26 ms │                   1.24 ms │     no change │
│ QQuery 1  │   12.84 ms │                  12.59 ms │     no change │
│ QQuery 2  │   35.97 ms │                  36.74 ms │     no change │
│ QQuery 3  │   30.29 ms │                  30.68 ms │     no change │
│ QQuery 4  │  224.85 ms │                 223.77 ms │     no change │
│ QQuery 5  │  276.78 ms │                 275.36 ms │     no change │
│ QQuery 6  │    1.31 ms │                   1.26 ms │     no change │
│ QQuery 7  │   14.19 ms │                  14.04 ms │     no change │
│ QQuery 8  │  326.21 ms │                 326.01 ms │     no change │
│ QQuery 9  │  446.17 ms │                 462.77 ms │     no change │
│ QQuery 10 │   71.03 ms │                  71.29 ms │     no change │
│ QQuery 11 │   82.18 ms │                  82.35 ms │     no change │
│ QQuery 12 │  267.75 ms │                 272.29 ms │     no change │
│ QQuery 13 │  362.99 ms │                 370.72 ms │     no change │
│ QQuery 14 │  285.24 ms │                 282.27 ms │     no change │
│ QQuery 15 │  275.34 ms │                 276.11 ms │     no change │
│ QQuery 16 │  611.48 ms │                 615.60 ms │     no change │
│ QQuery 17 │  615.81 ms │                 621.44 ms │     no change │
│ QQuery 18 │ 1254.85 ms │                1248.54 ms │     no change │
│ QQuery 19 │   27.86 ms │                  27.92 ms │     no change │
│ QQuery 20 │  519.78 ms │                 517.42 ms │     no change │
│ QQuery 21 │  521.03 ms │                 516.91 ms │     no change │
│ QQuery 22 │  987.21 ms │                 989.78 ms │     no change │
│ QQuery 23 │ 3022.27 ms │                3073.06 ms │     no change │
│ QQuery 24 │   41.38 ms │                  41.36 ms │     no change │
│ QQuery 25 │  111.02 ms │                 111.91 ms │     no change │
│ QQuery 26 │   41.73 ms │                  41.86 ms │     no change │
│ QQuery 27 │  513.62 ms │                 510.68 ms │     no change │
│ QQuery 28 │ 2887.60 ms │                2895.83 ms │     no change │
│ QQuery 29 │   42.41 ms │                  41.29 ms │     no change │
│ QQuery 30 │  307.60 ms │                 304.58 ms │     no change │
│ QQuery 31 │  279.74 ms │                 286.03 ms │     no change │
│ QQuery 32 │  922.00 ms │                 919.88 ms │     no change │
│ QQuery 33 │ 1459.58 ms │                1454.10 ms │     no change │
│ QQuery 34 │ 1509.70 ms │                1488.86 ms │     no change │
│ QQuery 35 │  277.33 ms │                 280.84 ms │     no change │
│ QQuery 36 │   67.19 ms │                  67.61 ms │     no change │
│ QQuery 37 │   37.79 ms │                  35.93 ms │     no change │
│ QQuery 38 │   41.19 ms │                  40.88 ms │     no change │
│ QQuery 39 │  141.75 ms │                 129.10 ms │ +1.10x faster │
│ QQuery 40 │   15.12 ms │                  14.36 ms │ +1.05x faster │
│ QQuery 41 │   13.82 ms │                  13.72 ms │     no change │
│ QQuery 42 │   13.26 ms │                  13.16 ms │     no change │
└───────────┴────────────┴───────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                        ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                        │ 18998.53ms │
│ Total Time (alamb_update_arrow_59.2.0)   │ 19042.12ms │
│ Average Time (HEAD)                      │   441.83ms │
│ Average Time (alamb_update_arrow_59.2.0) │   442.84ms │
│ Queries Faster                           │          2 │
│ Queries Slower                           │          0 │
│ Queries with No Change                   │         41 │
│ Queries with Failure                     │          0 │
└──────────────────────────────────────────┴────────────┘

Distribution per query (min / mean ±stddev / max):

Comparing HEAD and alamb_update_arrow_59.2.0
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃             alamb_update_arrow_59.2.0 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.26 / 4.04 ±5.47 / 14.99 ms │          1.24 / 4.03 ±5.47 / 14.98 ms │     no change │
│ QQuery 1  │        12.84 / 13.21 ±0.33 / 13.75 ms │        12.59 / 12.77 ±0.11 / 12.90 ms │     no change │
│ QQuery 2  │        35.97 / 36.33 ±0.42 / 36.90 ms │        36.74 / 37.03 ±0.25 / 37.46 ms │     no change │
│ QQuery 3  │        30.29 / 31.45 ±1.02 / 33.21 ms │        30.68 / 30.86 ±0.18 / 31.13 ms │     no change │
│ QQuery 4  │     224.85 / 229.41 ±4.06 / 234.88 ms │     223.77 / 226.71 ±2.37 / 230.54 ms │     no change │
│ QQuery 5  │     276.78 / 278.70 ±1.15 / 279.84 ms │     275.36 / 276.88 ±1.15 / 278.61 ms │     no change │
│ QQuery 6  │           1.31 / 1.46 ±0.21 / 1.88 ms │           1.26 / 1.41 ±0.22 / 1.84 ms │     no change │
│ QQuery 7  │        14.19 / 14.29 ±0.08 / 14.44 ms │        14.04 / 14.11 ±0.05 / 14.17 ms │     no change │
│ QQuery 8  │     326.21 / 332.20 ±3.22 / 335.26 ms │     326.01 / 331.13 ±2.65 / 333.63 ms │     no change │
│ QQuery 9  │     446.17 / 457.25 ±8.69 / 471.03 ms │     462.77 / 472.38 ±7.38 / 484.74 ms │     no change │
│ QQuery 10 │        71.03 / 71.38 ±0.30 / 71.91 ms │        71.29 / 72.19 ±0.66 / 73.23 ms │     no change │
│ QQuery 11 │        82.18 / 82.89 ±0.54 / 83.77 ms │        82.35 / 83.68 ±0.82 / 84.66 ms │     no change │
│ QQuery 12 │     267.75 / 273.47 ±7.30 / 286.78 ms │     272.29 / 276.72 ±2.45 / 279.12 ms │     no change │
│ QQuery 13 │    362.99 / 380.09 ±11.24 / 392.09 ms │    370.72 / 389.48 ±20.36 / 425.43 ms │     no change │
│ QQuery 14 │     285.24 / 288.02 ±1.94 / 290.30 ms │     282.27 / 290.10 ±4.83 / 296.73 ms │     no change │
│ QQuery 15 │     275.34 / 281.90 ±5.08 / 290.92 ms │     276.11 / 286.30 ±8.62 / 295.76 ms │     no change │
│ QQuery 16 │     611.48 / 618.90 ±3.78 / 622.14 ms │     615.60 / 625.59 ±5.97 / 634.23 ms │     no change │
│ QQuery 17 │     615.81 / 621.69 ±5.77 / 630.05 ms │     621.44 / 631.95 ±8.58 / 642.98 ms │     no change │
│ QQuery 18 │ 1254.85 / 1283.70 ±17.22 / 1302.15 ms │ 1248.54 / 1286.19 ±23.53 / 1321.27 ms │     no change │
│ QQuery 19 │        27.86 / 30.14 ±4.20 / 38.54 ms │       27.92 / 33.69 ±10.02 / 53.68 ms │  1.12x slower │
│ QQuery 20 │     519.78 / 530.36 ±9.12 / 541.93 ms │     517.42 / 527.31 ±6.79 / 536.04 ms │     no change │
│ QQuery 21 │     521.03 / 524.82 ±2.07 / 526.74 ms │     516.91 / 522.09 ±4.30 / 528.39 ms │     no change │
│ QQuery 22 │   987.21 / 998.39 ±12.10 / 1013.20 ms │  989.78 / 1007.27 ±15.52 / 1030.08 ms │     no change │
│ QQuery 23 │ 3022.27 / 3087.55 ±41.53 / 3141.50 ms │ 3073.06 / 3110.03 ±28.25 / 3141.60 ms │     no change │
│ QQuery 24 │        41.38 / 44.24 ±4.19 / 52.39 ms │        41.36 / 45.52 ±3.84 / 51.10 ms │     no change │
│ QQuery 25 │     111.02 / 112.15 ±0.79 / 113.02 ms │     111.91 / 112.75 ±0.92 / 114.44 ms │     no change │
│ QQuery 26 │        41.73 / 46.68 ±8.50 / 63.57 ms │        41.86 / 43.28 ±1.38 / 45.08 ms │ +1.08x faster │
│ QQuery 27 │     513.62 / 520.78 ±5.40 / 529.65 ms │     510.68 / 518.61 ±6.35 / 527.57 ms │     no change │
│ QQuery 28 │ 2887.60 / 2910.69 ±12.92 / 2923.54 ms │ 2895.83 / 2923.17 ±21.61 / 2950.09 ms │     no change │
│ QQuery 29 │        42.41 / 54.94 ±9.90 / 67.38 ms │        41.29 / 45.13 ±6.40 / 57.86 ms │ +1.22x faster │
│ QQuery 30 │     307.60 / 313.87 ±8.93 / 331.32 ms │    304.58 / 312.92 ±10.27 / 332.94 ms │     no change │
│ QQuery 31 │     279.74 / 290.07 ±6.31 / 296.76 ms │    286.03 / 299.88 ±15.88 / 327.65 ms │     no change │
│ QQuery 32 │   922.00 / 957.59 ±30.48 / 1002.61 ms │   919.88 / 961.59 ±30.62 / 1010.24 ms │     no change │
│ QQuery 33 │ 1459.58 / 1478.52 ±20.31 / 1517.45 ms │ 1454.10 / 1482.15 ±27.38 / 1525.57 ms │     no change │
│ QQuery 34 │ 1509.70 / 1531.07 ±14.53 / 1548.25 ms │  1488.86 / 1496.30 ±4.87 / 1501.56 ms │     no change │
│ QQuery 35 │    277.33 / 317.67 ±33.55 / 356.11 ms │    280.84 / 294.55 ±12.92 / 312.60 ms │ +1.08x faster │
│ QQuery 36 │        67.19 / 72.21 ±5.15 / 79.64 ms │        67.61 / 67.99 ±0.32 / 68.35 ms │ +1.06x faster │
│ QQuery 37 │        37.79 / 41.90 ±3.63 / 46.82 ms │        35.93 / 39.19 ±3.04 / 43.21 ms │ +1.07x faster │
│ QQuery 38 │        41.19 / 48.94 ±8.18 / 63.24 ms │        40.88 / 46.46 ±4.00 / 52.99 ms │ +1.05x faster │
│ QQuery 39 │     141.75 / 154.14 ±7.27 / 163.45 ms │    129.10 / 146.41 ±11.17 / 159.83 ms │ +1.05x faster │
│ QQuery 40 │        15.12 / 18.35 ±4.06 / 25.77 ms │        14.36 / 14.77 ±0.50 / 15.74 ms │ +1.24x faster │
│ QQuery 41 │        13.82 / 14.31 ±0.26 / 14.62 ms │        13.72 / 14.30 ±0.54 / 15.08 ms │     no change │
│ QQuery 42 │        13.26 / 13.34 ±0.05 / 13.39 ms │        13.16 / 13.23 ±0.08 / 13.37 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                        ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                        │ 19413.09ms │
│ Total Time (alamb_update_arrow_59.2.0)   │ 19428.08ms │
│ Average Time (HEAD)                      │   451.47ms │
│ Average Time (alamb_update_arrow_59.2.0) │   451.82ms │
│ Queries Faster                           │          8 │
│ Queries Slower                           │          1 │
│ Queries with No Change                   │         34 │
│ Queries with Failure                     │          0 │
└──────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric Value
Wall time 100.0s
Peak memory 10.6 GiB
Avg memory 4.2 GiB
CPU user 995.7s
CPU sys 68.0s
Peak spill 0 B

clickbench_partitioned — branch

Metric Value
Wall time 100.0s
Peak memory 11.8 GiB
Avg memory 4.5 GiB
CPU user 996.9s
CPU sys 68.8s
Peak spill 0 B

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@alamb

alamb commented Aug 6, 2026

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Ok, my conclusion is that the performance is basically the same (as expected) with this new version of arrow, so this PR is now ready for review and merge

@alamb
alamb enabled auto-merge August 7, 2026 11:00
@alamb

alamb commented Aug 7, 2026

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Thank you @Jefffrey

@alamb
alamb added this pull request to the merge queue Aug 7, 2026
Merged via the queue into apache:main with commit c8f89cf Aug 7, 2026
43 of 44 checks passed
@alamb
alamb deleted the alamb/update_arrow_59.2.0 branch August 7, 2026 11:14
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4 participants