fix: take_run benchmark parameter

[askoa]

Which issue does this PR close?

Rationale for this change

I recently noticed an issue with the parameters in the benchmark primitive_run_take. The benchmark was not taking indices across the entire logical array but rather constrained to the length of take array. I updated the parameters to take indices across the entire logical array. There is performance regression because more values are taken from the array. I have furnished the performance differences below

Benchmark results

primitive_run_take/(run_array_len:512, physical_array_len:64, take_len:512)
                        time:   [23.347 µs 23.508 µs 23.713 µs]
                        change: [-1.5238% +0.0502% +1.6099%] (p = 0.95 > 0.05)
                        No change in performance detected.
Found 17 outliers among 100 measurements (17.00%)
  3 (3.00%) high mild
  14 (14.00%) high severe
primitive_run_take/(run_array_len:512, physical_array_len:128, take_len:512)
                        time:   [23.477 µs 23.616 µs 23.804 µs]
                        change: [-1.2725% +0.2827% +1.9661%] (p = 0.75 > 0.05)
                        No change in performance detected.
Found 11 outliers among 100 measurements (11.00%)
  1 (1.00%) high mild
  10 (10.00%) high severe
primitive_run_take/(run_array_len:1024, physical_array_len:256, take_len:512)
                        time:   [23.653 µs 23.778 µs 23.975 µs]
                        change: [-1.3315% +0.3299% +2.0635%] (p = 0.72 > 0.05)
                        No change in performance detected.
Found 13 outliers among 100 measurements (13.00%)
  3 (3.00%) high mild
  10 (10.00%) high severe
primitive_run_take/(run_array_len:1024, physical_array_len:256, take_len:1024)
                        time:   [47.861 µs 48.179 µs 48.621 µs]
                        change: [-0.3026% +1.4710% +3.2931%] (p = 0.10 > 0.05)
                        No change in performance detected.
Found 8 outliers among 100 measurements (8.00%)
  4 (4.00%) high mild
  4 (4.00%) high severe
primitive_run_take/(run_array_len:2048, physical_array_len:512, take_len:512)
                        time:   [24.226 µs 24.287 µs 24.356 µs]
                        change: [+0.7574% +3.6336% +7.6136%] (p = 0.02 < 0.05)
                        Change within noise threshold.
Found 11 outliers among 100 measurements (11.00%)
  3 (3.00%) high mild
  8 (8.00%) high severe
primitive_run_take/(run_array_len:2048, physical_array_len:512, take_len:1024)
                        time:   [53.774 µs 54.093 µs 54.615 µs]
                        change: [+12.948% +15.613% +18.678%] (p = 0.00 < 0.05)
                        Performance has regressed.
Found 13 outliers among 100 measurements (13.00%)
  2 (2.00%) high mild
  11 (11.00%) high severe
primitive_run_take/(run_array_len:4096, physical_array_len:1024, take_len:512)
                        time:   [25.297 µs 25.365 µs 25.440 µs]
                        change: [+4.7053% +7.0111% +9.3052%] (p = 0.00 < 0.05)
                        Performance has regressed.
Found 13 outliers among 100 measurements (13.00%)
  5 (5.00%) high mild
  8 (8.00%) high severe
primitive_run_take/(run_array_len:4096, physical_array_len:1024, take_len:1024)
                        time:   [59.299 µs 59.752 µs 60.351 µs]
                        change: [+21.297% +23.389% +25.448%] (p = 0.00 < 0.05)
                        Performance has regressed.
Found 16 outliers among 100 measurements (16.00%)
  8 (8.00%) high mild
  8 (8.00%) high severe

What changes are included in this PR?

Are there any user-facing changes?

[ursabot]

Benchmark runs are scheduled for baseline = 7cd29d7 and contender = 98ce68f. 98ce68f is a master commit associated with this PR. Results will be available as each benchmark for each run completes.
Conbench compare runs links:
[Skipped ⚠️ Benchmarking of arrow-rs-commits is not supported on ec2-t3-xlarge-us-east-2] ec2-t3-xlarge-us-east-2
[Skipped ⚠️ Benchmarking of arrow-rs-commits is not supported on test-mac-arm] test-mac-arm
[Skipped ⚠️ Benchmarking of arrow-rs-commits is not supported on ursa-i9-9960x] ursa-i9-9960x
[Skipped ⚠️ Benchmarking of arrow-rs-commits is not supported on ursa-thinkcentre-m75q] ursa-thinkcentre-m75q
Buildkite builds:
Supported benchmarks:
ec2-t3-xlarge-us-east-2: Supported benchmark langs: Python, R. Runs only benchmarks with cloud = True
test-mac-arm: Supported benchmark langs: C++, Python, R
ursa-i9-9960x: Supported benchmark langs: Python, R, JavaScript
ursa-thinkcentre-m75q: Supported benchmark langs: C++, Java