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benchmarks: count simulated object store GET requests per query#23803

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pydantic:benchmarks-request-count
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benchmarks: count simulated object store GET requests per query#23803
adriangb wants to merge 2 commits into
apache:mainfrom
pydantic:benchmarks-request-count

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Which issue does this PR close?

None — standalone benchmarking improvement, split out of the bounded-streaming work (apache/arrow-rs#10410).

Rationale for this change

The benchmark harness can simulate object-store latency (--simulate-latency) but gives no visibility into how many requests a query would issue against a real object store, which is the metric that determines both cost and latency amplification of any change to the parquet fetch path.

What changes are included in this PR?

  • CountingObjectStore: registered under the (optional) latency wrapper for every dfbench run; models S3 request semantics: one GET per get_opts call, and one GET per coalesced range for get_ranges (1 MiB gap merge, following object_store::coalesce_ranges), plus requested-byte accounting.
  • Streamed local-file GET bodies are re-chunked at 2 MiB via object_store::chunked::ChunkedStore (the raw local filesystem streams 8 KiB chunks, which both misrepresents network granularity and is pathologically slow for large streamed ranges).
  • ClickBench / TPC-H / TPC-DS runners print per-iteration request and byte counts:
    Query 20 iteration 0 took 587.4 ms and returned 110 rows (302 GET requests, 913097581 bytes)

Caveat: per-query request counts for TopK queries (e.g. ClickBench Q23) are nondeterministic within a few requests because dynamic row-group pruning races the scan.

Are these changes tested?

Unit test for the coalescing model; exercised across ClickBench/TPC-H/TPC-DS runs.

Are there any user-facing changes?

Benchmark output lines gain request/byte counts. No engine changes.

🤖 Generated with Claude Code

https://claude.ai/code/session_01MGnT9oETcFMydc9cp95HLG

adriangb and others added 2 commits July 22, 2026 05:23
Registers a CountingObjectStore (stacked under the latency wrapper) that
models S3 request counting: one GET per get_opts call, one GET per
coalesced range for get_ranges. Also re-chunks streamed local-file GET
bodies at 2MiB via ChunkedStore to approximate network transfer
granularity. Each query iteration now reports its GET request and byte
counts.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MGnT9oETcFMydc9cp95HLG
@adriangb

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run benchmark tpch clickbench_partitioned

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5048849868-1232-767xv 6.12.85+ #1 SMP Mon May 11 08:17:35 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 benchmarks-request-count (6709d58) to 5de7f1d (merge-base) diff using: tpch
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-c5048849868-1233-7xj5c 6.12.85+ #1 SMP Mon May 11 08:17:35 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 benchmarks-request-count (6709d58) to 5de7f1d (merge-base) diff using: 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)

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 benchmarks-request-count
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                           HEAD ┃       benchmarks-request-count ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │ 38.45 / 39.95 ±1.59 / 41.95 ms │ 37.94 / 39.53 ±1.97 / 43.35 ms │     no change │
│ QQuery 2  │ 19.19 / 19.74 ±0.64 / 20.94 ms │ 19.22 / 19.59 ±0.33 / 20.18 ms │     no change │
│ QQuery 3  │ 30.88 / 32.29 ±1.32 / 34.77 ms │ 30.25 / 31.91 ±1.48 / 33.64 ms │     no change │
│ QQuery 4  │ 17.52 / 17.82 ±0.20 / 18.15 ms │ 17.31 / 17.64 ±0.19 / 17.85 ms │     no change │
│ QQuery 5  │ 40.15 / 41.18 ±1.44 / 44.03 ms │ 39.70 / 40.81 ±1.14 / 42.59 ms │     no change │
│ QQuery 6  │ 16.24 / 16.81 ±0.79 / 18.37 ms │ 16.73 / 16.86 ±0.14 / 17.11 ms │     no change │
│ QQuery 7  │ 43.58 / 44.73 ±0.64 / 45.52 ms │ 45.23 / 47.31 ±1.36 / 49.49 ms │  1.06x slower │
│ QQuery 8  │ 42.87 / 44.30 ±2.38 / 49.04 ms │ 43.96 / 44.64 ±0.65 / 45.82 ms │     no change │
│ QQuery 9  │ 49.63 / 50.47 ±0.59 / 51.46 ms │ 49.66 / 50.83 ±0.71 / 51.65 ms │     no change │
│ QQuery 10 │ 42.16 / 42.46 ±0.23 / 42.84 ms │ 42.18 / 42.94 ±1.19 / 45.31 ms │     no change │
│ QQuery 11 │ 13.37 / 13.56 ±0.27 / 14.08 ms │ 13.32 / 13.54 ±0.15 / 13.77 ms │     no change │
│ QQuery 12 │ 23.77 / 24.39 ±0.36 / 24.74 ms │ 23.78 / 24.21 ±0.32 / 24.75 ms │     no change │
│ QQuery 13 │ 32.20 / 33.99 ±1.25 / 35.95 ms │ 32.29 / 34.57 ±2.25 / 38.77 ms │     no change │
│ QQuery 14 │ 23.74 / 24.62 ±1.04 / 26.59 ms │ 23.55 / 23.70 ±0.11 / 23.88 ms │     no change │
│ QQuery 15 │ 31.22 / 32.07 ±0.91 / 33.63 ms │ 31.16 / 31.61 ±0.52 / 32.62 ms │     no change │
│ QQuery 16 │ 14.13 / 14.26 ±0.14 / 14.50 ms │ 13.68 / 14.07 ±0.22 / 14.32 ms │     no change │
│ QQuery 17 │ 70.88 / 74.48 ±4.09 / 80.83 ms │ 70.13 / 70.81 ±0.41 / 71.29 ms │     no change │
│ QQuery 18 │ 63.67 / 64.92 ±1.27 / 66.65 ms │ 58.88 / 59.84 ±0.54 / 60.54 ms │ +1.09x faster │
│ QQuery 19 │ 35.34 / 35.62 ±0.32 / 36.24 ms │ 32.89 / 33.54 ±0.80 / 34.99 ms │ +1.06x faster │
│ QQuery 20 │ 34.65 / 35.12 ±0.35 / 35.71 ms │ 31.73 / 32.25 ±0.30 / 32.61 ms │ +1.09x faster │
│ QQuery 21 │ 60.12 / 62.95 ±1.71 / 64.68 ms │ 54.29 / 56.29 ±1.43 / 58.68 ms │ +1.12x faster │
│ QQuery 22 │ 15.42 / 15.91 ±0.62 / 17.13 ms │ 13.55 / 14.36 ±0.60 / 15.36 ms │ +1.11x faster │
└───────────┴────────────────────────────────┴────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary                       ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)                       │ 781.64ms │
│ Total Time (benchmarks-request-count)   │ 760.84ms │
│ Average Time (HEAD)                     │  35.53ms │
│ Average Time (benchmarks-request-count) │  34.58ms │
│ Queries Faster                          │        5 │
│ Queries Slower                          │        1 │
│ Queries with No Change                  │       16 │
│ Queries with Failure                    │        0 │
└─────────────────────────────────────────┴──────────┘

Resource Usage

tpch — base (merge-base)

Metric Value
Wall time 5.0s
Peak memory 1.2 GiB
Avg memory 530.0 MiB
CPU user 22.7s
CPU sys 1.9s
Peak spill 0 B

tpch — branch

Metric Value
Wall time 5.0s
Peak memory 1.2 GiB
Avg memory 522.7 MiB
CPU user 21.8s
CPU sys 1.7s
Peak spill 0 B

File an issue against this benchmark runner

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🤖 Benchmark completed (GKE) | trigger

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

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 benchmarks-request-count
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃              benchmarks-request-count ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.23 / 4.06 ±5.52 / 15.10 ms │          1.26 / 4.17 ±5.66 / 15.48 ms │     no change │
│ QQuery 1  │        12.93 / 13.53 ±0.31 / 13.83 ms │        13.08 / 13.54 ±0.37 / 14.13 ms │     no change │
│ QQuery 2  │        37.01 / 37.32 ±0.25 / 37.57 ms │        36.59 / 36.88 ±0.28 / 37.34 ms │     no change │
│ QQuery 3  │        31.21 / 31.98 ±0.57 / 32.95 ms │        31.08 / 31.51 ±0.33 / 32.08 ms │     no change │
│ QQuery 4  │     226.14 / 231.55 ±3.99 / 237.66 ms │     230.00 / 231.87 ±1.84 / 234.36 ms │     no change │
│ QQuery 5  │     275.19 / 276.74 ±0.86 / 277.61 ms │     276.01 / 279.53 ±3.84 / 286.27 ms │     no change │
│ QQuery 6  │           1.30 / 1.52 ±0.24 / 1.93 ms │           1.27 / 1.46 ±0.30 / 2.05 ms │     no change │
│ QQuery 7  │        14.50 / 14.78 ±0.18 / 15.01 ms │        13.89 / 14.11 ±0.14 / 14.31 ms │     no change │
│ QQuery 8  │     329.64 / 333.75 ±2.42 / 336.22 ms │     328.17 / 332.16 ±3.83 / 337.77 ms │     no change │
│ QQuery 9  │     464.61 / 470.04 ±4.06 / 477.01 ms │     454.40 / 466.08 ±6.85 / 475.35 ms │     no change │
│ QQuery 10 │        73.86 / 74.69 ±0.55 / 75.57 ms │        70.46 / 73.73 ±1.99 / 76.60 ms │     no change │
│ QQuery 11 │       85.06 / 88.86 ±5.64 / 100.08 ms │        82.80 / 84.75 ±1.69 / 87.58 ms │     no change │
│ QQuery 12 │     270.27 / 277.50 ±4.02 / 280.99 ms │     268.70 / 274.05 ±5.49 / 283.17 ms │     no change │
│ QQuery 13 │     376.87 / 387.72 ±8.88 / 402.55 ms │    365.94 / 383.06 ±10.95 / 396.99 ms │     no change │
│ QQuery 14 │     295.66 / 299.80 ±3.47 / 304.12 ms │     283.74 / 289.68 ±6.42 / 301.54 ms │     no change │
│ QQuery 15 │     279.68 / 290.19 ±9.44 / 307.23 ms │     273.57 / 282.59 ±7.20 / 295.39 ms │     no change │
│ QQuery 16 │     625.43 / 638.92 ±7.15 / 645.96 ms │     627.94 / 633.91 ±5.04 / 642.62 ms │     no change │
│ QQuery 17 │    628.81 / 639.34 ±10.17 / 654.00 ms │     624.53 / 633.44 ±8.49 / 649.55 ms │     no change │
│ QQuery 18 │ 1283.67 / 1304.51 ±17.11 / 1325.64 ms │ 1265.94 / 1305.31 ±30.74 / 1338.22 ms │     no change │
│ QQuery 19 │       29.10 / 39.07 ±19.59 / 78.24 ms │        28.06 / 28.96 ±1.50 / 31.95 ms │ +1.35x faster │
│ QQuery 20 │     517.04 / 527.41 ±6.53 / 536.11 ms │    516.70 / 541.22 ±27.09 / 591.84 ms │     no change │
│ QQuery 21 │     516.79 / 519.14 ±3.49 / 526.05 ms │     513.46 / 521.91 ±7.35 / 535.51 ms │     no change │
│ QQuery 22 │   998.50 / 1005.13 ±3.67 / 1008.69 ms │    993.82 / 999.27 ±4.46 / 1006.67 ms │     no change │
│ QQuery 23 │ 3096.65 / 3167.59 ±38.60 / 3206.98 ms │ 3077.04 / 3119.56 ±36.59 / 3179.21 ms │     no change │
│ QQuery 24 │        42.28 / 44.01 ±2.28 / 48.35 ms │        41.58 / 44.49 ±4.71 / 53.84 ms │     no change │
│ QQuery 25 │     114.23 / 119.33 ±5.00 / 126.60 ms │     112.09 / 115.87 ±3.83 / 121.81 ms │     no change │
│ QQuery 26 │        42.07 / 42.81 ±0.89 / 44.37 ms │        41.89 / 44.54 ±2.96 / 48.96 ms │     no change │
│ QQuery 27 │     516.21 / 522.64 ±7.57 / 537.44 ms │     521.93 / 524.11 ±2.42 / 528.68 ms │     no change │
│ QQuery 28 │ 2897.34 / 2928.74 ±21.46 / 2959.67 ms │ 2918.15 / 2953.23 ±24.49 / 2992.38 ms │     no change │
│ QQuery 29 │       41.86 / 48.39 ±11.53 / 71.35 ms │        41.50 / 44.64 ±5.93 / 56.50 ms │ +1.08x faster │
│ QQuery 30 │     307.88 / 317.16 ±8.95 / 333.85 ms │    308.07 / 324.90 ±14.20 / 347.76 ms │     no change │
│ QQuery 31 │     297.68 / 302.72 ±9.39 / 321.49 ms │     291.49 / 300.78 ±9.71 / 318.76 ms │     no change │
│ QQuery 32 │   949.92 / 984.31 ±24.60 / 1013.98 ms │   942.78 / 975.23 ±28.79 / 1023.76 ms │     no change │
│ QQuery 33 │ 1499.79 / 1533.70 ±19.36 / 1553.46 ms │ 1470.06 / 1510.48 ±25.35 / 1540.71 ms │     no change │
│ QQuery 34 │  1515.12 / 1526.02 ±9.80 / 1543.41 ms │ 1485.43 / 1521.26 ±19.92 / 1545.14 ms │     no change │
│ QQuery 35 │    285.60 / 303.16 ±23.68 / 349.37 ms │    295.81 / 339.21 ±75.27 / 489.55 ms │  1.12x slower │
│ QQuery 36 │        68.96 / 71.40 ±3.01 / 77.28 ms │        67.97 / 72.66 ±2.80 / 75.48 ms │     no change │
│ QQuery 37 │        35.98 / 39.51 ±3.98 / 44.81 ms │        38.12 / 41.44 ±3.96 / 47.60 ms │     no change │
│ QQuery 38 │        41.16 / 47.47 ±4.21 / 52.99 ms │        40.00 / 41.20 ±0.94 / 42.61 ms │ +1.15x faster │
│ QQuery 39 │     148.60 / 159.61 ±7.28 / 167.38 ms │    139.06 / 156.79 ±11.03 / 168.08 ms │     no change │
│ QQuery 40 │        14.55 / 15.55 ±1.41 / 18.33 ms │        14.75 / 15.30 ±0.49 / 16.05 ms │     no change │
│ QQuery 41 │        14.16 / 14.30 ±0.12 / 14.44 ms │        14.27 / 14.49 ±0.19 / 14.83 ms │     no change │
│ QQuery 42 │        13.43 / 18.14 ±8.98 / 36.10 ms │        13.79 / 14.03 ±0.19 / 14.30 ms │ +1.29x faster │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                       ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                       │ 19714.10ms │
│ Total Time (benchmarks-request-count)   │ 19637.40ms │
│ Average Time (HEAD)                     │   458.47ms │
│ Average Time (benchmarks-request-count) │   456.68ms │
│ Queries Faster                          │          4 │
│ Queries Slower                          │          1 │
│ Queries with No Change                  │         38 │
│ Queries with Failure                    │          0 │
└─────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric Value
Wall time 100.0s
Peak memory 12.0 GiB
Avg memory 4.5 GiB
CPU user 1012.1s
CPU sys 71.7s
Peak spill 0 B

clickbench_partitioned — branch

Metric Value
Wall time 100.0s
Peak memory 12.1 GiB
Avg memory 4.6 GiB
CPU user 1005.3s
CPU sys 71.6s
Peak spill 0 B

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Codecov Report

❌ Patch coverage is 45.12195% with 45 lines in your changes missing coverage. Please review.
✅ Project coverage is 80.70%. Comparing base (5de7f1d) to head (6709d58).
⚠️ Report is 7 commits behind head on main.

Files with missing lines Patch % Lines
benchmarks/src/util/counting_object_store.rs 46.37% 37 Missing ⚠️
benchmarks/src/clickbench.rs 0.00% 2 Missing ⚠️
benchmarks/src/tpcds/run.rs 0.00% 2 Missing ⚠️
benchmarks/src/tpch/run.rs 0.00% 2 Missing ⚠️
benchmarks/src/util/options.rs 71.42% 1 Missing and 1 partial ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main   #23803      +/-   ##
==========================================
- Coverage   80.71%   80.70%   -0.01%     
==========================================
  Files        1089     1090       +1     
  Lines      368760   368976     +216     
  Branches   368760   368976     +216     
==========================================
+ Hits       297647   297796     +149     
- Misses      53372    53418      +46     
- Partials    17741    17762      +21     

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