Refactor parquet writer benchmarks with nvbench

[PointKernel]

Description

Issue #10941

Example benchmark Results

parquet_write_encode

[0] Quadro RTX 8000

data_type	cardinality	run_length	Samples	CPU Time	Noise	GPU Time	Noise	bytes_per_second	peak_memory_usage	encoded_file_size
INTEGRAL	0	1	13x	1.100 s	2.13%	1.100 s	2.13%	487932662	2.146 GiB	506.565 MiB
INTEGRAL	1000	1	37x	371.301 ms	3.51%	371.290 ms	3.51%	1445960381	2.770 GiB	165.810 MiB
INTEGRAL	0	32	6x	95.736 ms	0.33%	95.727 ms	0.33%	5608374209	2.770 GiB	27.592 MiB
INTEGRAL	1000	32	183x	67.311 ms	2.25%	67.304 ms	2.25%	7976843257	2.770 GiB	14.369 MiB
FLOAT	0	1	13x	1.094 s	1.57%	1.094 s	1.57%	490681898	1.100 GiB	510.303 MiB
FLOAT	1000	1	53x	245.566 ms	1.58%	245.553 ms	1.58%	2186376800	1.765 GiB	110.206 MiB
FLOAT	0	32	159x	74.142 ms	2.54%	74.134 ms	2.54%	7241937929	1.765 GiB	23.587 MiB
FLOAT	1000	32	266x	45.006 ms	3.69%	44.999 ms	3.69%	11930657028	1.765 GiB	9.888 MiB
DECIMAL	0	1	33x	426.241 ms	1.20%	426.228 ms	1.20%	1259587153	1.039 GiB	141.641 MiB
DECIMAL	1000	1	111x	109.277 ms	3.73%	109.266 ms	3.73%	4913426291	1.145 GiB	44.820 MiB
DECIMAL	0	32	309x	37.947 ms	3.60%	37.940 ms	3.60%	14150565744	1.145 GiB	8.327 MiB
DECIMAL	1000	32	371x	32.174 ms	4.67%	32.167 ms	4.67%	16690275220	1.145 GiB	6.669 MiB
TIMESTAMP	0	1	14x	1.047 s	2.11%	1.047 s	2.11%	512870450	1.178 GiB	462.140 MiB
TIMESTAMP	1000	1	60x	208.567 ms	2.25%	208.555 ms	2.25%	2574239221	1.474 GiB	92.808 MiB
TIMESTAMP	0	32	162x	71.909 ms	1.82%	71.901 ms	1.82%	7466791943	1.474 GiB	20.855 MiB
TIMESTAMP	1000	32	296x	40.141 ms	3.10%	40.134 ms	3.10%	13376977353	1.474 GiB	8.718 MiB
DURATION	0	1	14x	1.010 s	2.36%	1.010 s	2.36%	531706626	1.150 GiB	436.918 MiB
DURATION	1000	1	59x	208.890 ms	2.81%	208.877 ms	2.81%	2570271173	1.474 GiB	92.663 MiB
DURATION	0	32	166x	69.930 ms	1.94%	69.922 ms	1.94%	7678100086	1.474 GiB	19.551 MiB
DURATION	1000	32	295x	39.998 ms	3.72%	39.991 ms	3.72%	13424718570	1.474 GiB	8.541 MiB
STRING	0	1	5x	1.281 s	0.45%	1.281 s	0.45%	418985121	1.342 GiB	597.486 MiB
STRING	1000	1	100x	123.906 ms	3.22%	123.895 ms	3.22%	4333268264	677.964 MiB	46.473 MiB
STRING	0	32	5x	1.283 s	0.22%	1.283 s	0.22%	418593329	1.342 GiB	597.486 MiB
STRING	1000	32	96x	36.813 ms	4.16%	36.806 ms	4.16%	14586612568	677.964 MiB	8.504 MiB
LIST	0	1	5x	1.552 s	0.09%	1.552 s	0.09%	345842800	1.695 GiB	526.626 MiB
LIST	1000	1	5x	697.747 ms	0.23%	697.734 ms	0.23%	769449441	2.911 GiB	175.888 MiB
LIST	0	32	42x	336.564 ms	1.01%	336.555 ms	1.01%	1595194403	2.911 GiB	38.433 MiB
LIST	1000	32	45x	316.764 ms	0.68%	316.757 ms	0.68%	1694897420	2.911 GiB	25.115 MiB
STRUCT	0	1	5x	1.236 s	0.16%	1.236 s	0.16%	434277368	1.283 GiB	569.525 MiB
STRUCT	1000	1	5x	225.491 ms	0.36%	225.478 ms	0.36%	2381034954	1.324 GiB	90.699 MiB
STRUCT	0	32	5x	903.626 ms	0.21%	903.615 ms	0.21%	594136463	1.477 GiB	409.290 MiB
STRUCT	1000	32	182x	67.608 ms	2.69%	67.601 ms	2.69%	7941800457	1.324 GiB	15.399 MiB

parquet_write_io_compression

[0] Quadro RTX 8000

io	compression	cardinality	run_length	Samples	CPU Time	Noise	GPU Time	Noise	bytes_per_second	peak_memory_usage	encoded_file_size
FILEPATH	SNAPPY	0	1	4x	3.939 s	inf%	3.939 s	inf%	136302643	1.643 GiB	521.113 MiB
FILEPATH	SNAPPY	1000	1	5x	1.941 s	0.49%	1.941 s	0.49%	276656089	2.727 GiB	170.914 MiB
FILEPATH	SNAPPY	0	32	5x	1.329 s	0.45%	1.329 s	0.45%	403934692	2.722 GiB	50.835 MiB
FILEPATH	SNAPPY	1000	32	12x	1.275 s	0.51%	1.275 s	0.51%	421015682	2.727 GiB	24.365 MiB
FILEPATH	NONE	0	1	7x	2.378 s	0.77%	2.378 s	0.77%	225765543	1.643 GiB	529.611 MiB
FILEPATH	NONE	1000	1	7x	1.262 s	0.49%	1.262 s	0.49%	425263712	2.727 GiB	180.315 MiB
FILEPATH	NONE	0	32	5x	1.116 s	0.30%	1.116 s	0.30%	480884592	2.722 GiB	58.968 MiB
FILEPATH	NONE	1000	32	8x	1.014 s	0.50%	1.014 s	0.50%	529606276	2.727 GiB	32.308 MiB
HOST_BUFFER	SNAPPY	0	1	4x	4.181 s	inf%	4.181 s	inf%	128399871	1.643 GiB	521.112 MiB
HOST_BUFFER	SNAPPY	1000	1	6x	2.026 s	0.48%	2.026 s	0.48%	264969784	2.727 GiB	170.914 MiB
HOST_BUFFER	SNAPPY	0	32	5x	1.363 s	0.41%	1.363 s	0.41%	393913005	2.722 GiB	50.835 MiB
HOST_BUFFER	SNAPPY	1000	32	5x	1.277 s	0.43%	1.277 s	0.43%	420459944	2.727 GiB	24.364 MiB
HOST_BUFFER	NONE	0	1	5x	2.649 s	0.42%	2.649 s	0.42%	202649168	1.643 GiB	529.611 MiB
HOST_BUFFER	NONE	1000	1	5x	1.332 s	0.41%	1.332 s	0.41%	403090403	2.727 GiB	180.315 MiB
HOST_BUFFER	NONE	0	32	5x	1.151 s	0.46%	1.151 s	0.46%	466449565	2.722 GiB	58.968 MiB
HOST_BUFFER	NONE	1000	32	13x	1.039 s	0.50%	1.039 s	0.50%	516732638	2.727 GiB	32.308 MiB
VOID	SNAPPY	0	1	5x	3.559 s	0.62%	3.559 s	0.62%	150867866	1.643 GiB	521.113 MiB
VOID	SNAPPY	1000	1	7x	1.817 s	0.47%	1.817 s	0.47%	295405582	2.727 GiB	170.914 MiB
VOID	SNAPPY	0	32	5x	1.299 s	0.04%	1.299 s	0.04%	413272964	2.722 GiB	50.836 MiB
VOID	SNAPPY	1000	32	5x	1.264 s	0.28%	1.264 s	0.28%	424605071	2.727 GiB	24.364 MiB
VOID	NONE	0	1	5x	2.003 s	0.50%	2.003 s	0.50%	268012332	1.643 GiB	529.611 MiB
VOID	NONE	1000	1	5x	1.127 s	0.45%	1.127 s	0.45%	476312808	2.727 GiB	180.315 MiB
VOID	NONE	0	32	5x	1.081 s	0.47%	1.081 s	0.47%	496747581	2.722 GiB	58.968 MiB
VOID	NONE	1000	32	5x	999.381 ms	0.48%	999.378 ms	0.48%	537205288	2.727 GiB	32.308 MiB

parquet_write_options

[0] Quadro RTX 8000

statistics	compression	file_path	Samples	CPU Time	Noise	GPU Time	Noise	bytes_per_second	peak_memory_usage	encoded_file_size
STATISTICS_NONE	SNAPPY	unused_path.parquet	3x	5.961 s	inf%	5.961 s	inf%	90067884	2.427 GiB	122.010 MiB
STATISTICS_NONE	SNAPPY		3x	5.962 s	inf%	5.962 s	inf%	90054559	2.427 GiB	121.968 MiB
STATISTICS_NONE	NONE	unused_path.parquet	4x	4.253 s	inf%	4.253 s	inf%	126221980	2.427 GiB	141.623 MiB
STATISTICS_NONE	NONE		4x	4.249 s	inf%	4.249 s	inf%	126356682	2.427 GiB	141.623 MiB
STATISTICS_ROWGROUP	SNAPPY	unused_path.parquet	3x	6.011 s	inf%	6.011 s	inf%	89314511	2.427 GiB	122.055 MiB
STATISTICS_ROWGROUP	SNAPPY		3x	5.983 s	inf%	5.983 s	inf%	89740066	2.427 GiB	122.022 MiB
STATISTICS_ROWGROUP	NONE	unused_path.parquet	4x	4.282 s	inf%	4.282 s	inf%	125372100	2.427 GiB	141.626 MiB
STATISTICS_ROWGROUP	NONE		4x	4.287 s	inf%	4.287 s	inf%	125241731	2.427 GiB	141.626 MiB
STATISTICS_PAGE	SNAPPY	unused_path.parquet	3x	5.976 s	inf%	5.976 s	inf%	89837494	2.427 GiB	122.090 MiB
STATISTICS_PAGE	SNAPPY		3x	5.979 s	inf%	5.979 s	inf%	89788086	2.427 GiB	121.977 MiB
STATISTICS_PAGE	NONE	unused_path.parquet	4x	4.290 s	inf%	4.290 s	inf%	125138510	2.427 GiB	141.633 MiB
STATISTICS_PAGE	NONE		4x	4.292 s	inf%	4.292 s	inf%	125087291	2.427 GiB	141.633 MiB

parquet_write_num_cols

[0] Quadro RTX 8000

num_cols	Samples	CPU Time	Noise	GPU Time	Noise	bytes_per_second	peak_memory_usage	encoded_file_size
8	5x	217.270 ms	0.13%	217.262 ms	0.13%	2471073081	2.648 GiB	114.635 MiB
1024	5x	339.592 ms	0.25%	339.582 ms	0.25%	1580974198	2.649 GiB	145.293 MiB

parquet_chunked_write

[0] Quadro RTX 8000

num_cols	num_chunks	Samples	CPU Time	Noise	GPU Time	Noise	bytes_per_second	peak_memory_usage	encoded_file_size
8	8	5x	239.509 ms	0.05%	239.501 ms	0.05%	2241622403	338.950 MiB	115.038 MiB
1024	8	5x	441.931 ms	0.46%	441.921 ms	0.46%	1214856630	339.430 MiB	158.714 MiB
8	64	5x	458.133 ms	0.10%	458.125 ms	0.10%	1171887455	42.372 MiB	117.129 MiB
1024	64	12x	1.284 s	0.80%	1.284 s	0.80%	418236962	42.828 MiB	214.851 MiB

Checklist

• [x] I am familiar with the Contributing Guidelines.
• [x] New or existing tests cover these changes.
• [x] The documentation is up to date with these changes.

[codecov[bot]]

Codecov Report

:exclamation: No coverage uploaded for pull request base (branch-22.10@6cace8e). Click here to learn what that means. Patch has no changes to coverable lines.

Additional details and impacted files

@@               Coverage Diff               @@
##             branch-22.10   #11623   +/-   ##
===============================================
  Coverage                ?   85.89%           
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  Files                   ?      151           
  Lines                   ?    23534           
  Branches                ?        0           
===============================================
  Hits                    ?    20215           
  Misses                  ?     3319           
  Partials                ?        0           

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[PointKernel]

rerun tests

[PointKernel]

rerun tests

[PointKernel]

@gpucibot merge