Add bloom filter benchmark for parquet writer

[viirya]

Which issue does this PR close?

Related to #3320.

Rationale for this change

What changes are included in this PR?

Are there any user-facing changes?

[viirya]

write_batch primitive/4096 values primitive                                                                        
                        time:   [619.38 µs 621.82 µs 624.41 µs]
                        thrpt:  [282.70 MiB/s 283.88 MiB/s 285.00 MiB/s]
Found 12 outliers among 100 measurements (12.00%)
  12 (12.00%) high severe                    
write_batch primitive/4096 values primitive with bloom filter  
                        time:   [4.8945 ms 4.9131 ms 4.9326 ms]         
                        thrpt:  [35.786 MiB/s 35.928 MiB/s 36.065 MiB/s]
Found 1 outliers among 100 measurements (1.00%)

write_batch primitive/4096 values primitive non-null                                                               
                        time:   [540.92 µs 541.26 µs 541.54 µs]                                                                                                                                                                        
                        thrpt:  [319.65 MiB/s 319.82 MiB/s 320.02 MiB/s]
Found 1 outliers among 100 measurements (1.00%)                                                                    
  1 (1.00%) high severe                                                                                            
write_batch primitive/4096 values primitive non-null with bloom filter
                        time:   [4.3944 ms 4.4298 ms 4.4636 ms]
                        thrpt:  [38.781 MiB/s 39.077 MiB/s 39.392 MiB/s]

write_batch primitive/4096 values string                
                        time:   [272.10 µs 272.33 µs 272.59 µs]
                        thrpt:  [292.14 MiB/s 292.42 MiB/s 292.68 MiB/s]
Found 11 outliers among 100 measurements (11.00%)
  1 (1.00%) low mild                  
  5 (5.00%) high mild                                                                                              
  5 (5.00%) high severe                             
write_batch primitive/4096 values string with bloom filter           
                        time:   [1.1696 ms 1.1821 ms 1.1913 ms]
                        thrpt:  [66.850 MiB/s 67.368 MiB/s 68.090 MiB/s]             

write_batch primitive/4096 values string non-null
                        time:   [332.30 µs 332.95 µs 333.64 µs]
                        thrpt:  [235.76 MiB/s 236.25 MiB/s 236.71 MiB/s]
Benchmarking write_batch primitive/4096 values string non-null with bloom filter: Warming up for 3.0000 s
Warning: Unable to complete 100 samples in 5.0s. You may wish to increase target time to 5.1s, enable flat sampling, or reduce sample count to 60.
write_batch primitive/4096 values string non-null with bloom filter
                        time:   [1.1043 ms 1.1553 ms 1.2063 ms]
                        thrpt:  [65.204 MiB/s 68.087 MiB/s 71.232 MiB/s]

[alamb]

Thank you @viirya

[viirya]

Thank you @alamb

[ursabot]

Benchmark runs are scheduled for baseline = 9e39f96 and contender = ad94368. ad94368 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