feat: support filtered batches in LimitedBatchCoalescer

[lyne7-sc]

Which issue does this PR close?

• Closes Support push_batch_with_filter in LimitedBatchCoalescer / FilterExec #19876.

Rationale for this change

Allow FilterExec to use Arrow's optimized filtered coalescing path and avoid materializing an intermediate filtered batch when supported.

What changes are included in this PR?

• Add LimitedBatchCoalescer::push_batch_with_filter and use it in FilterExec.
• Preserve fetch semantics for filtered rows.
• Add tests for filters, fetch limits, nulls, slices, and projections.

Are these changes tested?

Yes. New unit tests cover the added behavior.

Are there any user-facing changes?

No changes to SQL behavior or results. This adds a new method to LimitedBatchCoalescer.

[codecov-commenter]

Codecov Report

❌ Patch coverage is 92.42424% with 10 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (main@05b7e11). Learn more about missing BASE report.
⚠️ Report is 35 commits behind head on main.

Files with missing lines	Patch %	Lines
datafusion/physical-plan/src/coalesce/mod.rs	93.93%	3 Missing and 3 partials ⚠️
datafusion/physical-plan/src/filter.rs	87.87%	0 Missing and 4 partials ⚠️

Additional details and impacted files

@@           Coverage Diff           @@
##             main   #23856   +/-   ##
=======================================
  Coverage        ?   80.70%           
=======================================
  Files           ?     1090           
  Lines           ?   370214           
  Branches        ?   370214           
=======================================
  Hits            ?   298786           
  Misses          ?    53617           
  Partials        ?    17811           

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[Dandandan]

run benchmarks

[adriangbot]

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5067703250-1259-krxs2 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 filter-push-batch-with-filter (23beb6a) to 05b7e11 (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

---

File an issue against this benchmark runner

[adriangbot]

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5067703250-1261-lmmxw 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 filter-push-batch-with-filter (23beb6a) to 05b7e11 (merge-base) diff using: tpch
Results will be posted here when complete

---

File an issue against this benchmark runner

[adriangbot]

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5067703250-1260-6c5rd 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 filter-push-batch-with-filter (23beb6a) to 05b7e11 (merge-base) diff using: tpcds
Results will be posted here when complete

---

File an issue against this benchmark runner

[adriangbot]

🤖 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 filter-push-batch-with-filter
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Query     ┃                           HEAD ┃  filter-push-batch-with-filter ┃    Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ QQuery 1  │ 38.90 / 40.29 ±1.15 / 41.58 ms │ 38.26 / 38.97 ±1.08 / 41.11 ms │ no change │
│ QQuery 2  │ 19.23 / 19.85 ±0.55 / 20.56 ms │ 19.22 / 20.06 ±1.19 / 22.37 ms │ no change │
│ QQuery 3  │ 31.15 / 32.42 ±1.22 / 33.89 ms │ 31.32 / 33.18 ±0.94 / 33.93 ms │ no change │
│ QQuery 4  │ 17.89 / 17.94 ±0.03 / 17.97 ms │ 17.35 / 17.90 ±0.76 / 19.40 ms │ no change │
│ QQuery 5  │ 38.48 / 40.12 ±1.34 / 41.62 ms │ 37.80 / 40.15 ±1.36 / 41.74 ms │ no change │
│ QQuery 6  │ 16.60 / 16.74 ±0.14 / 17.00 ms │ 16.30 / 16.88 ±0.57 / 17.95 ms │ no change │
│ QQuery 7  │ 44.41 / 45.45 ±1.11 / 47.44 ms │ 44.37 / 45.03 ±0.87 / 46.72 ms │ no change │
│ QQuery 8  │ 42.99 / 43.44 ±0.38 / 44.04 ms │ 42.74 / 42.95 ±0.16 / 43.11 ms │ no change │
│ QQuery 9  │ 49.98 / 51.52 ±1.43 / 53.35 ms │ 49.16 / 50.63 ±1.37 / 53.09 ms │ no change │
│ QQuery 10 │ 42.64 / 43.39 ±1.00 / 45.34 ms │ 42.27 / 43.30 ±1.09 / 45.30 ms │ no change │
│ QQuery 11 │ 13.92 / 14.28 ±0.43 / 15.09 ms │ 13.57 / 13.68 ±0.10 / 13.81 ms │ no change │
│ QQuery 12 │ 24.18 / 24.70 ±0.33 / 25.20 ms │ 24.18 / 24.67 ±0.28 / 25.02 ms │ no change │
│ QQuery 13 │ 33.89 / 35.03 ±1.60 / 38.17 ms │ 34.19 / 35.73 ±1.36 / 37.96 ms │ no change │
│ QQuery 14 │ 23.73 / 23.91 ±0.10 / 24.01 ms │ 23.47 / 23.57 ±0.06 / 23.65 ms │ no change │
│ QQuery 15 │ 31.39 / 31.91 ±0.60 / 32.99 ms │ 30.88 / 31.38 ±0.56 / 32.48 ms │ no change │
│ QQuery 16 │ 13.91 / 14.15 ±0.19 / 14.43 ms │ 14.36 / 14.52 ±0.13 / 14.67 ms │ no change │
│ QQuery 17 │ 70.65 / 71.27 ±0.36 / 71.70 ms │ 71.17 / 71.76 ±0.87 / 73.48 ms │ no change │
│ QQuery 18 │ 58.81 / 60.98 ±2.26 / 65.15 ms │ 58.65 / 60.52 ±1.30 / 62.60 ms │ no change │
│ QQuery 19 │ 33.26 / 33.90 ±0.67 / 35.10 ms │ 33.48 / 33.65 ±0.11 / 33.82 ms │ no change │
│ QQuery 20 │ 31.79 / 32.16 ±0.35 / 32.66 ms │ 32.00 / 32.18 ±0.10 / 32.30 ms │ no change │
│ QQuery 21 │ 52.98 / 55.84 ±1.82 / 58.74 ms │ 54.92 / 55.79 ±0.54 / 56.42 ms │ no change │
│ QQuery 22 │ 13.90 / 14.35 ±0.56 / 15.43 ms │ 13.93 / 14.19 ±0.21 / 14.51 ms │ no change │
└───────────┴────────────────────────────────┴────────────────────────────────┴───────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary                            ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)                            │ 763.61ms │
│ Total Time (filter-push-batch-with-filter)   │ 760.67ms │
│ Average Time (HEAD)                          │  34.71ms │
│ Average Time (filter-push-batch-with-filter) │  34.58ms │
│ Queries Faster                               │        0 │
│ Queries Slower                               │        0 │
│ Queries with No Change                       │       22 │
│ Queries with Failure                         │        0 │
└──────────────────────────────────────────────┴──────────┘

Resource Usage

tpch — base (merge-base)

Metric	Value
Wall time	5.0s
Peak memory	1.2 GiB
Avg memory	513.1 MiB
CPU user	22.0s
CPU sys	1.7s
Peak spill	0 B

tpch — branch

Metric	Value
Wall time	5.0s
Peak memory	1.2 GiB
Avg memory	516.5 MiB
CPU user	21.9s
CPU sys	1.7s
Peak spill	0 B

---

File an issue against this benchmark runner

[adriangbot]

🤖 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 filter-push-batch-with-filter
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                   HEAD ┃         filter-push-batch-with-filter ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │            5.91 / 6.41 ±0.85 / 8.10 ms │           5.35 / 5.83 ±0.87 / 7.57 ms │ +1.10x faster │
│ QQuery 2  │         83.03 / 83.20 ±0.15 / 83.46 ms │        80.32 / 80.83 ±0.27 / 81.04 ms │     no change │
│ QQuery 3  │         30.98 / 31.32 ±0.21 / 31.63 ms │        29.20 / 29.48 ±0.25 / 29.80 ms │ +1.06x faster │
│ QQuery 4  │      573.08 / 580.75 ±4.24 / 584.37 ms │    483.40 / 497.14 ±21.86 / 540.67 ms │ +1.17x faster │
│ QQuery 5  │         55.04 / 55.63 ±0.50 / 56.47 ms │        55.39 / 55.95 ±0.49 / 56.83 ms │     no change │
│ QQuery 6  │         40.38 / 40.85 ±0.46 / 41.45 ms │        40.43 / 40.66 ±0.36 / 41.37 ms │     no change │
│ QQuery 7  │      100.79 / 103.59 ±3.77 / 110.95 ms │      99.50 / 100.43 ±0.83 / 101.49 ms │     no change │
│ QQuery 8  │         38.56 / 38.88 ±0.27 / 39.31 ms │        38.31 / 39.04 ±0.66 / 40.20 ms │     no change │
│ QQuery 9  │         55.67 / 56.78 ±1.12 / 58.83 ms │        54.16 / 57.25 ±2.35 / 60.05 ms │     no change │
│ QQuery 10 │         66.23 / 68.89 ±4.20 / 77.25 ms │        65.04 / 65.38 ±0.20 / 65.67 ms │ +1.05x faster │
│ QQuery 11 │     300.49 / 325.21 ±26.78 / 371.93 ms │     359.45 / 366.83 ±5.19 / 372.79 ms │  1.13x slower │
│ QQuery 12 │         30.18 / 31.66 ±2.34 / 36.27 ms │        31.27 / 31.98 ±0.51 / 32.58 ms │     no change │
│ QQuery 13 │      117.88 / 119.76 ±1.47 / 121.60 ms │     125.67 / 126.96 ±1.34 / 129.33 ms │  1.06x slower │
│ QQuery 14 │      414.56 / 421.71 ±9.09 / 438.92 ms │     426.82 / 433.86 ±5.96 / 442.76 ms │     no change │
│ QQuery 15 │         67.21 / 69.84 ±2.27 / 72.47 ms │        69.28 / 71.36 ±2.73 / 76.51 ms │     no change │
│ QQuery 16 │            7.29 / 7.39 ±0.11 / 7.60 ms │           7.27 / 7.39 ±0.12 / 7.58 ms │     no change │
│ QQuery 17 │         85.18 / 87.57 ±2.06 / 90.60 ms │        84.80 / 86.82 ±2.20 / 90.88 ms │     no change │
│ QQuery 18 │      133.65 / 135.68 ±1.93 / 139.34 ms │     132.58 / 135.68 ±3.24 / 141.26 ms │     no change │
│ QQuery 19 │         42.16 / 43.09 ±1.01 / 44.97 ms │        44.18 / 44.72 ±0.57 / 45.77 ms │     no change │
│ QQuery 20 │         35.68 / 36.01 ±0.32 / 36.53 ms │        38.77 / 39.28 ±0.43 / 39.85 ms │  1.09x slower │
│ QQuery 21 │         17.42 / 17.60 ±0.19 / 17.97 ms │        18.12 / 18.92 ±0.46 / 19.40 ms │  1.08x slower │
│ QQuery 22 │         63.83 / 64.14 ±0.32 / 64.73 ms │        62.69 / 67.21 ±4.19 / 72.26 ms │     no change │
│ QQuery 23 │     344.14 / 362.29 ±15.84 / 383.51 ms │    342.11 / 353.23 ±12.06 / 376.19 ms │     no change │
│ QQuery 24 │      223.39 / 225.95 ±2.76 / 231.17 ms │     227.21 / 232.56 ±3.11 / 236.26 ms │     no change │
│ QQuery 25 │      110.30 / 113.26 ±3.53 / 120.14 ms │     119.69 / 122.41 ±4.53 / 131.45 ms │  1.08x slower │
│ QQuery 26 │         57.10 / 57.75 ±0.70 / 58.87 ms │        61.12 / 61.96 ±0.70 / 62.85 ms │  1.07x slower │
│ QQuery 27 │            6.06 / 6.18 ±0.18 / 6.55 ms │           6.95 / 7.07 ±0.09 / 7.18 ms │  1.14x slower │
│ QQuery 28 │         60.86 / 61.46 ±0.46 / 61.93 ms │        63.83 / 64.14 ±0.30 / 64.64 ms │     no change │
│ QQuery 29 │        97.59 / 98.92 ±1.59 / 101.96 ms │      96.49 / 100.58 ±4.15 / 106.66 ms │     no change │
│ QQuery 30 │         32.10 / 32.49 ±0.36 / 32.96 ms │        32.27 / 32.50 ±0.30 / 33.00 ms │     no change │
│ QQuery 31 │      110.69 / 112.20 ±1.88 / 115.90 ms │     116.26 / 118.00 ±1.98 / 121.66 ms │  1.05x slower │
│ QQuery 32 │         19.93 / 20.47 ±0.43 / 21.26 ms │        21.33 / 21.96 ±0.32 / 22.20 ms │  1.07x slower │
│ QQuery 33 │         37.44 / 38.02 ±0.66 / 39.25 ms │        37.45 / 38.75 ±1.07 / 40.27 ms │     no change │
│ QQuery 34 │           9.74 / 9.94 ±0.24 / 10.39 ms │         9.67 / 10.14 ±0.44 / 10.81 ms │     no change │
│ QQuery 35 │         72.23 / 73.28 ±1.06 / 74.83 ms │        72.47 / 74.50 ±1.83 / 76.97 ms │     no change │
│ QQuery 36 │            5.59 / 5.74 ±0.22 / 6.17 ms │           5.63 / 5.79 ±0.27 / 6.32 ms │     no change │
│ QQuery 37 │            6.68 / 6.80 ±0.08 / 6.90 ms │           6.78 / 6.92 ±0.08 / 7.04 ms │     no change │
│ QQuery 38 │         61.14 / 62.07 ±0.73 / 63.04 ms │        61.20 / 61.72 ±0.47 / 62.38 ms │     no change │
│ QQuery 39 │         89.15 / 90.06 ±0.82 / 91.47 ms │        90.01 / 91.89 ±2.83 / 97.52 ms │     no change │
│ QQuery 40 │         23.12 / 23.38 ±0.33 / 24.03 ms │        23.48 / 24.66 ±1.06 / 26.67 ms │  1.05x slower │
│ QQuery 41 │         11.40 / 11.56 ±0.16 / 11.87 ms │        11.52 / 11.77 ±0.17 / 11.95 ms │     no change │
│ QQuery 42 │         23.65 / 24.04 ±0.27 / 24.35 ms │        23.68 / 24.28 ±0.67 / 25.51 ms │     no change │
│ QQuery 43 │            4.83 / 4.93 ±0.10 / 5.13 ms │           4.96 / 5.03 ±0.07 / 5.15 ms │     no change │
│ QQuery 44 │            9.08 / 9.14 ±0.07 / 9.28 ms │           9.21 / 9.37 ±0.11 / 9.53 ms │     no change │
│ QQuery 45 │         37.97 / 39.85 ±2.43 / 44.59 ms │        37.63 / 38.28 ±0.53 / 39.05 ms │     no change │
│ QQuery 46 │         12.03 / 12.11 ±0.04 / 12.14 ms │        11.74 / 11.92 ±0.21 / 12.30 ms │     no change │
│ QQuery 47 │     225.58 / 245.20 ±17.71 / 267.34 ms │     228.05 / 229.75 ±2.25 / 234.14 ms │ +1.07x faster │
│ QQuery 48 │        98.89 / 99.41 ±0.42 / 100.08 ms │        96.53 / 97.69 ±1.09 / 99.43 ms │     no change │
│ QQuery 49 │         75.92 / 77.14 ±0.69 / 78.02 ms │        76.97 / 77.31 ±0.38 / 78.04 ms │     no change │
│ QQuery 50 │         58.55 / 59.11 ±0.37 / 59.68 ms │        58.48 / 58.93 ±0.33 / 59.38 ms │     no change │
│ QQuery 51 │         91.74 / 93.64 ±1.92 / 96.53 ms │       92.34 / 95.81 ±4.97 / 105.65 ms │     no change │
│ QQuery 52 │         24.04 / 24.65 ±0.52 / 25.49 ms │        23.57 / 24.07 ±0.34 / 24.52 ms │     no change │
│ QQuery 53 │         29.76 / 29.93 ±0.19 / 30.28 ms │        29.01 / 29.39 ±0.26 / 29.76 ms │     no change │
│ QQuery 54 │         54.69 / 55.30 ±0.50 / 55.88 ms │        54.83 / 55.96 ±1.88 / 59.70 ms │     no change │
│ QQuery 55 │         23.62 / 24.12 ±0.58 / 25.20 ms │        23.44 / 24.13 ±0.57 / 25.08 ms │     no change │
│ QQuery 56 │         39.18 / 39.59 ±0.42 / 40.21 ms │        38.66 / 39.35 ±0.39 / 39.86 ms │     no change │
│ QQuery 57 │      176.78 / 179.67 ±3.09 / 185.67 ms │     177.01 / 184.32 ±6.07 / 191.17 ms │     no change │
│ QQuery 58 │      119.06 / 121.81 ±2.29 / 125.68 ms │     116.06 / 119.99 ±2.06 / 121.88 ms │     no change │
│ QQuery 59 │      122.00 / 123.40 ±0.72 / 124.05 ms │     118.54 / 120.02 ±2.54 / 125.09 ms │     no change │
│ QQuery 60 │         41.20 / 43.64 ±3.25 / 50.04 ms │        39.41 / 39.92 ±0.54 / 40.96 ms │ +1.09x faster │
│ QQuery 61 │         13.09 / 13.20 ±0.13 / 13.45 ms │        12.14 / 12.26 ±0.13 / 12.42 ms │ +1.08x faster │
│ QQuery 62 │         46.67 / 47.47 ±0.88 / 49.09 ms │        47.05 / 47.27 ±0.23 / 47.60 ms │     no change │
│ QQuery 63 │         30.35 / 31.26 ±1.13 / 33.49 ms │        29.91 / 31.54 ±2.02 / 35.50 ms │     no change │
│ QQuery 64 │      407.00 / 413.61 ±9.63 / 432.05 ms │    411.45 / 420.68 ±14.11 / 448.62 ms │     no change │
│ QQuery 65 │      127.44 / 131.32 ±4.96 / 140.99 ms │     133.52 / 136.69 ±2.44 / 140.26 ms │     no change │
│ QQuery 66 │         80.43 / 80.96 ±0.43 / 81.40 ms │        83.02 / 86.94 ±3.08 / 91.54 ms │  1.07x slower │
│ QQuery 67 │      240.34 / 241.57 ±1.41 / 244.20 ms │    241.90 / 251.38 ±12.30 / 274.07 ms │     no change │
│ QQuery 68 │         12.52 / 15.45 ±4.94 / 25.31 ms │        11.94 / 12.06 ±0.13 / 12.31 ms │ +1.28x faster │
│ QQuery 69 │         57.34 / 57.91 ±0.56 / 58.62 ms │        56.95 / 57.57 ±0.53 / 58.38 ms │     no change │
│ QQuery 70 │      106.50 / 109.30 ±2.93 / 114.35 ms │     105.57 / 108.97 ±2.92 / 114.17 ms │     no change │
│ QQuery 71 │         35.32 / 38.65 ±3.93 / 46.28 ms │        35.36 / 36.08 ±0.62 / 36.89 ms │ +1.07x faster │
│ QQuery 72 │ 1922.13 / 2191.24 ±143.18 / 2333.58 ms │ 2125.24 / 2166.21 ±27.36 / 2211.25 ms │     no change │
│ QQuery 73 │         10.36 / 11.00 ±0.84 / 12.58 ms │          9.49 / 9.72 ±0.27 / 10.23 ms │ +1.13x faster │
│ QQuery 74 │      172.07 / 173.03 ±0.65 / 173.74 ms │     171.42 / 175.09 ±3.76 / 181.94 ms │     no change │
│ QQuery 75 │      147.04 / 152.08 ±4.69 / 159.79 ms │     147.34 / 150.67 ±3.71 / 157.80 ms │     no change │
│ QQuery 76 │         35.34 / 35.85 ±0.49 / 36.77 ms │        35.35 / 35.74 ±0.26 / 36.11 ms │     no change │
│ QQuery 77 │         60.59 / 61.54 ±0.79 / 62.84 ms │        61.15 / 61.64 ±0.74 / 63.12 ms │     no change │
│ QQuery 78 │      196.47 / 198.41 ±1.78 / 201.45 ms │     208.45 / 218.34 ±6.15 / 226.25 ms │  1.10x slower │
│ QQuery 79 │         67.33 / 68.00 ±0.56 / 68.98 ms │        71.79 / 73.85 ±2.87 / 79.54 ms │  1.09x slower │
│ QQuery 80 │       99.61 / 100.06 ±0.37 / 100.67 ms │      98.59 / 104.94 ±4.23 / 110.86 ms │     no change │
│ QQuery 81 │         25.96 / 26.46 ±0.45 / 27.10 ms │        27.83 / 28.27 ±0.31 / 28.74 ms │  1.07x slower │
│ QQuery 82 │         16.54 / 16.74 ±0.24 / 17.18 ms │        17.59 / 17.74 ±0.25 / 18.24 ms │  1.06x slower │
│ QQuery 83 │         39.66 / 40.52 ±0.81 / 41.68 ms │        39.93 / 42.17 ±2.00 / 45.75 ms │     no change │
│ QQuery 84 │         29.90 / 31.02 ±1.90 / 34.80 ms │        30.53 / 31.39 ±1.23 / 33.78 ms │     no change │
│ QQuery 85 │      105.43 / 108.97 ±4.54 / 117.92 ms │     106.49 / 108.76 ±2.99 / 114.60 ms │     no change │
│ QQuery 86 │         25.30 / 25.55 ±0.13 / 25.68 ms │        25.01 / 25.36 ±0.29 / 25.84 ms │     no change │
│ QQuery 87 │         62.59 / 62.82 ±0.26 / 63.31 ms │        61.98 / 62.96 ±0.77 / 63.82 ms │     no change │
│ QQuery 88 │         62.29 / 63.01 ±0.57 / 63.83 ms │        62.78 / 63.44 ±0.70 / 64.73 ms │     no change │
│ QQuery 89 │         35.88 / 37.65 ±2.59 / 42.77 ms │        37.10 / 38.14 ±1.20 / 40.38 ms │     no change │
│ QQuery 90 │         17.07 / 17.27 ±0.15 / 17.52 ms │        17.41 / 17.95 ±0.40 / 18.43 ms │     no change │
│ QQuery 91 │         45.31 / 46.03 ±0.46 / 46.73 ms │        45.26 / 46.22 ±0.99 / 47.83 ms │     no change │
│ QQuery 92 │         29.14 / 29.61 ±0.37 / 30.28 ms │        29.61 / 31.03 ±1.91 / 34.80 ms │     no change │
│ QQuery 93 │         49.75 / 51.01 ±0.81 / 51.93 ms │        49.36 / 51.08 ±1.17 / 52.81 ms │     no change │
│ QQuery 94 │         38.43 / 38.86 ±0.46 / 39.54 ms │        38.45 / 38.62 ±0.20 / 39.01 ms │     no change │
│ QQuery 95 │         80.15 / 82.41 ±1.89 / 85.43 ms │        79.71 / 79.96 ±0.22 / 80.24 ms │     no change │
│ QQuery 96 │         24.08 / 24.30 ±0.20 / 24.67 ms │        24.10 / 25.71 ±1.85 / 28.82 ms │  1.06x slower │
│ QQuery 97 │         46.40 / 47.40 ±1.27 / 49.89 ms │        46.98 / 47.74 ±0.72 / 49.08 ms │     no change │
│ QQuery 98 │         42.69 / 43.04 ±0.35 / 43.58 ms │        43.22 / 44.13 ±0.94 / 45.75 ms │     no change │
│ QQuery 99 │         71.33 / 72.97 ±2.61 / 78.12 ms │        71.45 / 71.53 ±0.07 / 71.66 ms │     no change │
└───────────┴────────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                            ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                            │ 10182.03ms │
│ Total Time (filter-push-batch-with-filter)   │ 10198.90ms │
│ Average Time (HEAD)                          │   102.85ms │
│ Average Time (filter-push-batch-with-filter) │   103.02ms │
│ Queries Faster                               │         10 │
│ Queries Slower                               │         16 │
│ Queries with No Change                       │         73 │
│ 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	227.9s
CPU sys	6.1s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	55.0s
Peak memory	2.4 GiB
Avg memory	1.6 GiB
CPU user	227.6s
CPU sys	6.5s
Peak spill	0 B

---

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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 filter-push-batch-with-filter
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃         filter-push-batch-with-filter ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.25 / 4.07 ±5.50 / 15.07 ms │          1.22 / 3.98 ±5.38 / 14.74 ms │     no change │
│ QQuery 1  │        12.96 / 13.33 ±0.25 / 13.70 ms │        12.54 / 12.80 ±0.16 / 12.95 ms │     no change │
│ QQuery 2  │        36.42 / 37.16 ±0.56 / 38.05 ms │        35.90 / 36.29 ±0.34 / 36.79 ms │     no change │
│ QQuery 3  │        31.23 / 31.87 ±0.70 / 33.17 ms │        30.71 / 31.25 ±0.60 / 32.36 ms │     no change │
│ QQuery 4  │     223.15 / 227.09 ±2.01 / 228.54 ms │     224.50 / 229.23 ±3.23 / 232.84 ms │     no change │
│ QQuery 5  │     269.79 / 273.07 ±2.51 / 276.89 ms │     272.10 / 274.99 ±2.19 / 278.07 ms │     no change │
│ QQuery 6  │           1.31 / 1.45 ±0.22 / 1.87 ms │           1.25 / 1.41 ±0.24 / 1.88 ms │     no change │
│ QQuery 7  │        13.84 / 13.97 ±0.10 / 14.15 ms │        13.64 / 13.87 ±0.14 / 14.02 ms │     no change │
│ QQuery 8  │     324.72 / 330.27 ±4.80 / 337.59 ms │     327.73 / 331.28 ±3.48 / 336.98 ms │     no change │
│ QQuery 9  │     456.24 / 463.57 ±4.28 / 469.17 ms │     454.66 / 465.06 ±9.97 / 484.04 ms │     no change │
│ QQuery 10 │        70.98 / 72.15 ±0.67 / 72.98 ms │        68.85 / 70.31 ±1.06 / 72.12 ms │     no change │
│ QQuery 11 │        82.72 / 84.29 ±1.89 / 87.88 ms │        81.05 / 82.01 ±1.03 / 83.90 ms │     no change │
│ QQuery 12 │     265.07 / 271.59 ±3.75 / 276.01 ms │     267.39 / 273.70 ±4.41 / 280.78 ms │     no change │
│ QQuery 13 │    363.97 / 389.89 ±16.17 / 412.10 ms │     366.98 / 379.01 ±9.39 / 395.28 ms │     no change │
│ QQuery 14 │     281.51 / 285.27 ±5.20 / 295.54 ms │     281.91 / 292.97 ±7.51 / 301.67 ms │     no change │
│ QQuery 15 │     272.86 / 280.19 ±7.71 / 289.89 ms │     269.78 / 280.60 ±8.70 / 292.40 ms │     no change │
│ QQuery 16 │    611.70 / 623.47 ±10.65 / 641.04 ms │     610.69 / 619.56 ±7.99 / 634.15 ms │     no change │
│ QQuery 17 │     613.96 / 625.71 ±9.97 / 641.25 ms │     625.77 / 633.73 ±7.59 / 647.58 ms │     no change │
│ QQuery 18 │ 1253.32 / 1271.38 ±13.25 / 1287.37 ms │ 1259.88 / 1282.72 ±14.84 / 1299.16 ms │     no change │
│ QQuery 19 │       28.30 / 43.53 ±14.15 / 64.89 ms │       27.32 / 37.81 ±13.57 / 62.76 ms │ +1.15x faster │
│ QQuery 20 │     514.98 / 521.56 ±6.40 / 532.31 ms │    513.78 / 538.27 ±39.92 / 617.95 ms │     no change │
│ QQuery 21 │     516.86 / 527.08 ±7.97 / 538.62 ms │     521.38 / 527.29 ±6.16 / 538.10 ms │     no change │
│ QQuery 22 │   979.95 / 992.47 ±10.04 / 1006.61 ms │ 1027.25 / 1057.44 ±24.30 / 1101.48 ms │  1.07x slower │
│ QQuery 23 │ 3027.93 / 3085.16 ±34.87 / 3133.44 ms │ 3163.71 / 3211.26 ±35.32 / 3273.43 ms │     no change │
│ QQuery 24 │        42.75 / 53.26 ±9.94 / 69.98 ms │    43.07 / 190.97 ±129.64 / 401.00 ms │  3.59x slower │
│ QQuery 25 │     111.98 / 112.96 ±1.57 / 116.06 ms │     111.73 / 112.88 ±1.14 / 115.06 ms │     no change │
│ QQuery 26 │        42.36 / 44.89 ±3.38 / 51.56 ms │        41.69 / 45.55 ±6.12 / 57.76 ms │     no change │
│ QQuery 27 │     514.15 / 525.99 ±9.10 / 536.72 ms │     524.28 / 530.46 ±5.14 / 536.61 ms │     no change │
│ QQuery 28 │  2891.40 / 2905.97 ±9.26 / 2920.39 ms │ 2898.12 / 2922.87 ±14.04 / 2936.42 ms │     no change │
│ QQuery 29 │       41.23 / 49.38 ±14.84 / 79.05 ms │       41.26 / 48.51 ±11.27 / 70.70 ms │     no change │
│ QQuery 30 │     304.37 / 306.72 ±1.84 / 309.47 ms │    301.38 / 315.96 ±16.71 / 348.44 ms │     no change │
│ QQuery 31 │    286.80 / 308.71 ±21.81 / 350.64 ms │    285.08 / 308.01 ±15.65 / 327.30 ms │     no change │
│ QQuery 32 │    932.06 / 966.26 ±24.85 / 994.10 ms │ 988.92 / 1113.15 ±130.24 / 1359.25 ms │  1.15x slower │
│ QQuery 33 │ 1454.31 / 1472.43 ±17.83 / 1505.31 ms │ 1532.78 / 1589.58 ±35.45 / 1629.62 ms │  1.08x slower │
│ QQuery 34 │ 1488.77 / 1502.80 ±16.83 / 1530.42 ms │ 1598.25 / 1656.66 ±55.94 / 1745.02 ms │  1.10x slower │
│ QQuery 35 │    281.22 / 324.19 ±62.29 / 447.95 ms │   275.79 / 375.45 ±170.50 / 715.68 ms │  1.16x slower │
│ QQuery 36 │        66.37 / 69.75 ±2.58 / 73.07 ms │        67.50 / 71.79 ±3.28 / 76.64 ms │     no change │
│ QQuery 37 │        35.76 / 40.36 ±3.87 / 45.93 ms │        35.86 / 37.46 ±1.78 / 40.93 ms │ +1.08x faster │
│ QQuery 38 │        44.02 / 47.75 ±4.67 / 56.17 ms │        41.22 / 42.83 ±1.77 / 45.15 ms │ +1.11x faster │
│ QQuery 39 │     139.83 / 149.99 ±6.67 / 156.93 ms │    146.52 / 160.25 ±16.65 / 192.69 ms │  1.07x slower │
│ QQuery 40 │        14.67 / 16.02 ±1.43 / 18.63 ms │        14.12 / 15.04 ±0.57 / 15.79 ms │ +1.07x faster │
│ QQuery 41 │        14.04 / 16.64 ±4.32 / 25.23 ms │        13.74 / 13.95 ±0.15 / 14.17 ms │ +1.19x faster │
│ QQuery 42 │        13.43 / 15.73 ±4.26 / 24.26 ms │        13.00 / 13.16 ±0.15 / 13.43 ms │ +1.20x faster │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                            ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                            │ 19399.39ms │
│ Total Time (filter-push-batch-with-filter)   │ 20251.38ms │
│ Average Time (HEAD)                          │   451.15ms │
│ Average Time (filter-push-batch-with-filter) │   470.96ms │
│ Queries Faster                               │          6 │
│ Queries Slower                               │          7 │
│ Queries with No Change                       │         30 │
│ Queries with Failure                         │          0 │
└──────────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	100.0s
Peak memory	12.2 GiB
Avg memory	4.5 GiB
CPU user	999.8s
CPU sys	67.4s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	105.0s
Peak memory	17.4 GiB
Avg memory	5.7 GiB
CPU user	997.7s
CPU sys	96.3s
Peak spill	0 B

---

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