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Posted to github@datafusion.apache.org by "Jefffrey (via GitHub)" <gi...@apache.org> on 2026/04/29 05:54:24 UTC
[PR] wip: Array remove optimize [datafusion]
Jefffrey opened a new pull request, #21909:
URL: https://github.com/apache/datafusion/pull/21909
## Which issue does this PR close?
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- Closes #.
## Rationale for this change
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## What changes are included in this PR?
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## Are these changes tested?
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## Are there any user-facing changes?
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Re: [PR] wip: Array remove optimize [datafusion]
Posted by "rluvaton (via GitHub)" <gi...@apache.org>.
rluvaton commented on PR #21909:
URL: https://github.com/apache/datafusion/pull/21909#issuecomment-4341584142
Hey, can you please update your branch with main so I can see in action the new breaking change detector? :)
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Re: [PR] wip: Array remove optimize [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #21909:
URL: https://github.com/apache/datafusion/pull/21909#issuecomment-4341415725
🤖 Criterion benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/21909#issuecomment-4341356353)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
<details><summary>Details</summary>
<p>
```
group array-remove-optimize main
----- --------------------- ----
array_remove_all_int64/remove/list size: 10, num_rows: 4000 1.02 1537.2±11.45µs ? ?/sec 1.00 1512.5±13.79µs ? ?/sec
array_remove_all_int64/remove/list size: 100, num_rows: 10000 1.00 6.8±0.05ms ? ?/sec 1.05 7.1±0.04ms ? ?/sec
array_remove_all_int64/remove/list size: 500, num_rows: 10000 1.00 20.6±0.29ms ? ?/sec 1.45 29.9±0.35ms ? ?/sec
array_remove_all_int64_nested/remove/list size: 10, num_rows: 4000 1.00 3.5±0.01ms ? ?/sec 3.52 12.3±0.13ms ? ?/sec
array_remove_all_int64_nested/remove/list size: 100, num_rows: 3000 1.00 9.5±0.02ms ? ?/sec 7.45 70.6±0.80ms ? ?/sec
array_remove_all_int64_nested/remove/list size: 300, num_rows: 1500 1.00 15.3±0.07ms ? ?/sec 6.43 98.7±1.14ms ? ?/sec
array_remove_boolean/remove/list size: 10, num_rows: 4000 1.01 1341.8±16.66µs ? ?/sec 1.00 1329.0±8.16µs ? ?/sec
array_remove_boolean/remove/list size: 100, num_rows: 10000 1.15 6.0±0.05ms ? ?/sec 1.00 5.2±0.02ms ? ?/sec
array_remove_boolean/remove/list size: 500, num_rows: 10000 2.10 26.0±0.36ms ? ?/sec 1.00 12.4±0.04ms ? ?/sec
array_remove_fixed_size_binary/remove/list size: 10, num_rows: 4000 1.04 1508.2±7.51µs ? ?/sec 1.00 1445.1±8.34µs ? ?/sec
array_remove_fixed_size_binary/remove/list size: 100, num_rows: 10000 1.00 7.4±0.07ms ? ?/sec 1.02 7.6±0.16ms ? ?/sec
array_remove_fixed_size_binary/remove/list size: 500, num_rows: 10000 1.38 51.8±0.24ms ? ?/sec 1.00 37.6±0.21ms ? ?/sec
array_remove_int64/remove/list size: 10, num_rows: 4000 1.00 1456.3±9.16µs ? ?/sec 1.13 1641.9±178.97µs ? ?/sec
array_remove_int64/remove/list size: 100, num_rows: 10000 1.00 5.7±0.04ms ? ?/sec 1.00 5.7±0.06ms ? ?/sec
array_remove_int64/remove/list size: 500, num_rows: 10000 1.18 23.7±0.25ms ? ?/sec 1.00 20.0±0.16ms ? ?/sec
array_remove_int64_nested/remove/list size: 10, num_rows: 4000 1.00 3.5±0.01ms ? ?/sec 3.50 12.2±0.12ms ? ?/sec
array_remove_int64_nested/remove/list size: 100, num_rows: 3000 1.00 9.4±0.02ms ? ?/sec 7.25 68.1±1.02ms ? ?/sec
array_remove_int64_nested/remove/list size: 300, num_rows: 1500 1.00 15.6±0.06ms ? ?/sec 6.25 97.7±1.36ms ? ?/sec
array_remove_n_int64/remove/list size: 10, num_rows: 4000 1.02 1530.3±13.78µs ? ?/sec 1.00 1506.4±26.22µs ? ?/sec
array_remove_n_int64/remove/list size: 100, num_rows: 10000 1.02 6.3±0.04ms ? ?/sec 1.00 6.2±0.03ms ? ?/sec
array_remove_n_int64/remove/list size: 500, num_rows: 10000 1.03 25.5±0.25ms ? ?/sec 1.00 24.8±0.23ms ? ?/sec
array_remove_n_int64_nested/remove/list size: 10, num_rows: 4000 1.00 3.5±0.01ms ? ?/sec 3.49 12.2±0.11ms ? ?/sec
array_remove_n_int64_nested/remove/list size: 100, num_rows: 3000 1.00 9.5±0.04ms ? ?/sec 7.21 68.3±1.13ms ? ?/sec
array_remove_n_int64_nested/remove/list size: 300, num_rows: 1500 1.00 15.6±0.07ms ? ?/sec 6.28 98.1±1.56ms ? ?/sec
array_remove_strings/remove/list size: 10, num_rows: 4000 1.07 1864.7±8.37µs ? ?/sec 1.00 1737.6±4.92µs ? ?/sec
array_remove_strings/remove/list size: 100, num_rows: 10000 1.27 14.2±0.11ms ? ?/sec 1.00 11.2±0.05ms ? ?/sec
array_remove_strings/remove/list size: 500, num_rows: 10000 1.41 62.7±0.24ms ? ?/sec 1.00 44.5±1.79ms ? ?/sec
```
</p>
</details>
<details><summary>Resource Usage</summary>
**base (merge-base)**
| Metric | Value |
|--------|-------|
| Wall time | 310.1s |
| Peak memory | 4.7 GiB |
| Avg memory | 4.5 GiB |
| CPU user | 350.9s |
| CPU sys | 20.2s |
| Peak spill | 0 B |
**branch**
| Metric | Value |
|--------|-------|
| Wall time | 280.1s |
| Peak memory | 4.7 GiB |
| Avg memory | 4.5 GiB |
| CPU user | 320.3s |
| CPU sys | 21.7s |
| Peak spill | 0 B |
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
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Re: [PR] wip: Array remove optimize [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #21909:
URL: https://github.com/apache/datafusion/pull/21909#issuecomment-4341242061
🤖 Criterion benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/21909#issuecomment-4341223996)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c4341223996-1904-zcs4n 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux`
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
Comparing array-remove-optimize (318bc7f6d8308b84f8c7db23f648ef8569ca126c) to e8a93bb (merge-base) [diff](https://github.com/apache/datafusion/compare/e8a93bb3a629cb74f40f91982d32669d3ec8619b..318bc7f6d8308b84f8c7db23f648ef8569ca126c)
BENCH_NAME=array_remove
BENCH_COMMAND=cargo bench --features=parquet --bench array_remove
BENCH_FILTER=
Results will be posted here when complete
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
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Re: [PR] wip: Array remove optimize [datafusion]
Posted by "Jefffrey (via GitHub)" <gi...@apache.org>.
Jefffrey commented on PR #21909:
URL: https://github.com/apache/datafusion/pull/21909#issuecomment-4341223996
run benchmark array_remove
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Re: [PR] wip: Array remove optimize [datafusion]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #21909:
URL: https://github.com/apache/datafusion/pull/21909#issuecomment-4828395761
Thank you for your contribution. Unfortunately, this pull request is stale because it has been open 60 days with no activity. Please remove the stale label or comment or this will be closed in 7 days.
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Re: [PR] wip: Array remove optimize [datafusion]
Posted by "Jefffrey (via GitHub)" <gi...@apache.org>.
Jefffrey closed pull request #21909: wip: Array remove optimize
URL: https://github.com/apache/datafusion/pull/21909
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Re: [PR] wip: Array remove optimize [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #21909:
URL: https://github.com/apache/datafusion/pull/21909#issuecomment-4341346844
🤖 Criterion benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/21909#issuecomment-4341223996)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
<details><summary>Details</summary>
<p>
```
group array-remove-optimize main
----- --------------------- ----
array_remove_all_int64/remove/list size: 10, num_rows: 4000 1.02 1523.6±12.81µs ? ?/sec 1.00 1496.5±4.44µs ? ?/sec
array_remove_all_int64/remove/list size: 100, num_rows: 10000 1.00 6.8±0.08ms ? ?/sec 1.06 7.2±0.05ms ? ?/sec
array_remove_all_int64/remove/list size: 500, num_rows: 10000 1.00 20.4±0.24ms ? ?/sec 1.48 30.2±0.31ms ? ?/sec
array_remove_all_int64_nested/remove/list size: 10, num_rows: 4000 1.00 3.5±0.01ms ? ?/sec 3.48 12.2±0.11ms ? ?/sec
array_remove_all_int64_nested/remove/list size: 100, num_rows: 3000 1.00 9.5±0.02ms ? ?/sec 7.21 68.5±1.10ms ? ?/sec
array_remove_all_int64_nested/remove/list size: 300, num_rows: 1500 1.00 15.4±0.05ms ? ?/sec 6.39 98.4±1.66ms ? ?/sec
array_remove_boolean/remove/list size: 10, num_rows: 4000 1.01 1329.9±15.59µs ? ?/sec 1.00 1320.3±8.30µs ? ?/sec
array_remove_boolean/remove/list size: 100, num_rows: 10000 1.15 5.9±0.06ms ? ?/sec 1.00 5.2±0.02ms ? ?/sec
array_remove_boolean/remove/list size: 500, num_rows: 10000 2.15 26.6±0.41ms ? ?/sec 1.00 12.3±0.01ms ? ?/sec
array_remove_fixed_size_binary/remove/list size: 10, num_rows: 4000 1.03 1501.8±10.00µs ? ?/sec 1.00 1454.4±32.57µs ? ?/sec
array_remove_fixed_size_binary/remove/list size: 100, num_rows: 10000 1.00 7.3±0.08ms ? ?/sec 1.04 7.6±0.12ms ? ?/sec
array_remove_fixed_size_binary/remove/list size: 500, num_rows: 10000 1.33 53.9±0.30ms ? ?/sec 1.00 40.4±0.26ms ? ?/sec
array_remove_int64/remove/list size: 10, num_rows: 4000 1.00 1459.6±11.52µs ? ?/sec 1.03 1498.8±12.19µs ? ?/sec
array_remove_int64/remove/list size: 100, num_rows: 10000 1.02 5.7±0.09ms ? ?/sec 1.00 5.6±0.06ms ? ?/sec
array_remove_int64/remove/list size: 500, num_rows: 10000 1.21 25.3±0.23ms ? ?/sec 1.00 20.9±0.23ms ? ?/sec
array_remove_int64_nested/remove/list size: 10, num_rows: 4000 1.00 3.5±0.01ms ? ?/sec 3.46 12.2±0.11ms ? ?/sec
array_remove_int64_nested/remove/list size: 100, num_rows: 3000 1.00 9.5±0.03ms ? ?/sec 7.22 68.3±1.10ms ? ?/sec
array_remove_int64_nested/remove/list size: 300, num_rows: 1500 1.00 16.0±0.13ms ? ?/sec 6.18 99.1±1.97ms ? ?/sec
array_remove_n_int64/remove/list size: 10, num_rows: 4000 1.03 1536.4±11.62µs ? ?/sec 1.00 1493.2±4.71µs ? ?/sec
array_remove_n_int64/remove/list size: 100, num_rows: 10000 1.00 6.3±0.05ms ? ?/sec 1.00 6.3±0.05ms ? ?/sec
array_remove_n_int64/remove/list size: 500, num_rows: 10000 1.06 27.3±0.25ms ? ?/sec 1.00 25.9±0.31ms ? ?/sec
array_remove_n_int64_nested/remove/list size: 10, num_rows: 4000 1.00 3.5±0.01ms ? ?/sec 3.50 12.3±0.19ms ? ?/sec
array_remove_n_int64_nested/remove/list size: 100, num_rows: 3000 1.00 9.5±0.03ms ? ?/sec 7.23 68.7±1.46ms ? ?/sec
array_remove_n_int64_nested/remove/list size: 300, num_rows: 1500 1.00 15.9±0.10ms ? ?/sec 6.34 100.7±3.30ms ? ?/sec
array_remove_strings/remove/list size: 10, num_rows: 4000 1.08 1870.1±9.07µs ? ?/sec 1.00 1736.2±3.38µs ? ?/sec
array_remove_strings/remove/list size: 100, num_rows: 10000 1.27 14.2±0.08ms ? ?/sec 1.00 11.2±0.10ms ? ?/sec
array_remove_strings/remove/list size: 500, num_rows: 10000 1.41 64.5±0.20ms ? ?/sec 1.00 45.7±0.30ms ? ?/sec
```
</p>
</details>
<details><summary>Resource Usage</summary>
**base (merge-base)**
| Metric | Value |
|--------|-------|
| Wall time | 310.1s |
| Peak memory | 4.7 GiB |
| Avg memory | 4.5 GiB |
| CPU user | 346.6s |
| CPU sys | 20.4s |
| Peak spill | 0 B |
**branch**
| Metric | Value |
|--------|-------|
| Wall time | 280.1s |
| Peak memory | 4.6 GiB |
| Avg memory | 4.5 GiB |
| CPU user | 319.0s |
| CPU sys | 23.2s |
| Peak spill | 0 B |
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
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Re: [PR] wip: Array remove optimize [datafusion]
Posted by "Jefffrey (via GitHub)" <gi...@apache.org>.
Jefffrey commented on PR #21909:
URL: https://github.com/apache/datafusion/pull/21909#issuecomment-4341356353
run benchmark array_remove
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Re: [PR] wip: Array remove optimize [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #21909:
URL: https://github.com/apache/datafusion/pull/21909#issuecomment-4341369431
🤖 Criterion benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/21909#issuecomment-4341356353)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c4341356353-1905-k52st 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux`
<details><summary>CPU Details (lscpu)</summary>
```
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 16
On-line CPU(s) list: 0-15
Vendor ID: ARM
Model name: Neoverse-V2
Model: 1
Thread(s) per core: 1
Core(s) per cluster: 16
Socket(s): -
Cluster(s): 1
Stepping: r0p1
BogoMIPS: 2000.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache: 1 MiB (16 instances)
L1i cache: 1 MiB (16 instances)
L2 cache: 32 MiB (16 instances)
L3 cache: 80 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-15
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Mitigation; CSV2, BHB
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Not affected
```
</details>
Comparing array-remove-optimize (318bc7f6d8308b84f8c7db23f648ef8569ca126c) to e8a93bb (merge-base) [diff](https://github.com/apache/datafusion/compare/e8a93bb3a629cb74f40f91982d32669d3ec8619b..318bc7f6d8308b84f8c7db23f648ef8569ca126c)
BENCH_NAME=array_remove
BENCH_COMMAND=cargo bench --features=parquet --bench array_remove
BENCH_FILTER=
Results will be posted here when complete
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
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