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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.615
σ	0.353
min	54.477
max	55.618

*mean*	418.000
σ	0.000
min	418.000
max	418.000

*mean*	0.136
σ	0.005
min	0.130
max	0.143

cache=y

dps=1

iters=10

policies=100

*mean*	43.787
σ	0.007
min	43.780
max	43.805

*mean*	418.000
σ	0.000
min	418.000
max	418.000

*mean*	0.128
σ	0.008
min	0.120
max	0.141

CSV - indexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on indexed

*mean*	36.618
σ	0.002
min	36.615
max	36.620

*mean*	4102.750
σ	1571.834
min	1964.000
max	6043.000

*mean*	12.227
σ	0.246
min	11.890
max	12.593

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.615
max	36.619

*mean*	4102.750
σ	1571.834
min	1964.000
max	6043.000

*mean*	12.437
σ	0.602
min	11.499
max	13.104

op=table_records(), no indexes

*mean*	41.928
σ	0.000
min	41.928
max	41.929

*mean*	6043.000
σ	0.000
min	6043.000
max	6043.000

*mean*	13.217
σ	1.164
min	10.862
max	14.370

op=table_records(), repeat

*mean*	41.928
σ	0.002
min	41.927
max	41.931

*mean*	4102.750
σ	1571.834
min	1964.000
max	6043.000

*mean*	11.966
σ	1.984
min	9.998
max	14.838

op=vertical_lookup_list() on indexed, after table_records()

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4102.750
σ	1571.834
min	1964.000
max	6043.000

*mean*	8.150
σ	0.255
min	7.762
max	8.517

op=vertical_lookup_list() on indexed, after table_records(), repeat

*mean*	26.401
σ	0.002
min	26.399
max	26.403

*mean*	4102.750
σ	1571.834
min	1964.000
max	6043.000

*mean*	6.268
σ	0.209
min	5.983
max	6.507

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.664
max	25.670

*mean*	4102.750
σ	1571.834
min	1964.000
max	6043.000

*mean*	5.366
σ	0.120
min	5.120
max	5.542

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4102.750
σ	1571.834
min	1964.000
max	6043.000

*mean*	5.181
σ	0.091
min	5.034
max	5.300

CSV - loading a lazy table

Factor

allocated MiB

peak allocated MiB

time (ms)

op=load_product(), no indexes

*mean*	2524.593
σ	0.000
min	2524.593
max	2524.594

*mean*	6043.000
σ	0.000
min	6043.000
max	6043.000

*mean*	1556.533
σ	826.131
min	1033.549
max	2976.438

op=load_product(), with indexes

*mean*	8744.559
σ	0.033
min	8744.544
max	8744.641

*mean*	3819.000
σ	1653.582
min	1964.000
max	6043.000

*mean*	4322.860
σ	1359.851
min	3558.616
max	7438.146

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on unindexed, dense

*mean*	62.078
σ	0.002
min	62.075
max	62.080

*mean*	4102.750
σ	1571.834
min	1964.000
max	6043.000

*mean*	81.483
σ	12.181
min	70.055
max	100.655

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944
σ	0.001
min	40.944
max	40.945

*mean*	6043.000
σ	0.000
min	6043.000
max	6043.000

*mean*	96.116
σ	6.855
min	86.524
max	105.770

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.001
min	66.685
max	66.689

*mean*	6043.000
σ	0.000
min	6043.000
max	6043.000

*mean*	225.584
σ	230.026
min	126.526
max	794.132

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

op=table_records()

*mean*	11656.833
σ	4.319
min	11655.305
max	11667.521

*mean*	4102.750
σ	1571.834
min	1964.000
max	6043.000

*mean*	6403.008
σ	1256.173
min	5008.226
max	8392.660

op=vertical_lookup_list() on indexed

*mean*	11560.068
σ	0.001
min	11560.066
max	11560.069

*mean*	6043.000
σ	0.000
min	6043.000
max	6043.000

*mean*	6861.086
σ	1366.936
min	4471.523
max	8522.498

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.583
σ	0.028
min	172.558
max	172.628

*mean*	1964.000
σ	0.000
min	1964.000
max	1964.000

*mean*	358.456
σ	42.478
min	268.311
max	402.299

op=pointedIndexFromKvs

rows=400000

*mean*	357.358
σ	0.037
min	357.321
max	357.400

*mean*	1964.000
σ	0.000
min	1964.000
max	1964.000

*mean*	793.390
σ	33.450
min	714.144
max	824.469

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.186
σ	0.939
min	1007.722
max	1012.096

*mean*	1059.050
σ	317.077
min	571.000
max	1530.000

*mean*	1.559
σ	0.145
min	1.464
max	2.069

Parser: Comma Sep

Factor

allocated MiB

peak allocated MiB

time (ms)

name=ambiguous_item.art

*mean*	0.883
σ	0.002
min	0.881
max	0.886

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	0.410
σ	0.107
min	0.344
max	0.598

name=error_case.art

*mean*	2.334
σ	0.002
min	2.332
max	2.337

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	0.899
σ	0.082
min	0.850
max	1.043

name=heavy_item.art

*mean*	1.522
σ	0.002
min	1.520
max	1.524

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	0.555
σ	0.053
min	0.517
max	0.648

name=nested_use.art

*mean*	2.356
σ	0.002
min	2.355
max	2.358

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	0.857
σ	0.042
min	0.820
max	0.927

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.543
σ	0.024
min	963.523
max	963.582

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	0.834
σ	0.029
min	0.803
max	0.870

name=cdr_enhanced_4k_loc.art

*mean*	884.853
σ	0.006
min	884.847
max	884.860

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	0.703
σ	0.071
min	0.586
max	0.750

Parser: Record Parsing

Factor

allocated MiB

peak allocated MiB

time (ms)

name=record_render_large_success.art

*mean*	7.706
σ	0.002
min	7.705
max	7.711

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	4.286
σ	0.081
min	4.138
max	4.684

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	4.263
σ	0.081
min	3.769
max	4.427

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	0.763
σ	0.018
min	0.736
max	0.873

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	0.723
σ	0.016
min	0.669
max	0.777

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.555
σ	0.201
min	297.373
max	298.071

*mean*	1964.000
σ	0.000
min	1964.000
max	1964.000

*mean*	0.592
σ	0.044
min	0.514
max	0.695

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.775
σ	0.040
min	289.720
max	289.814

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	0.396
σ	0.004
min	0.393
max	0.403

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.670
σ	0.070
min	1299.587
max	1299.759

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	2.134
σ	0.060
min	2.039
max	2.185

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.627
σ	4.022
min	1540.598
max	1549.812

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	2.268
σ	0.179
min	2.064
max	2.467

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.625
σ	0.081
min	1861.495
max	1861.708

*mean*	1772.000
σ	198.005
min	1530.000
max	1964.000

*mean*	3.267
σ	0.366
min	2.886
max	3.740

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.703
σ	0.266
min	1.313
max	1.972

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.186
σ	577.140
min	157.614
max	1311.895

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	0.547
σ	0.571
min	0.260
max	1.403

policies=20

*mean*	1576.420
σ	0.342
min	1576.188
max	1576.929

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	2.616
σ	0.018
min	2.590
max	2.629

policies=200

*mean*	15772.219
σ	0.178
min	15772.061
max	15772.475

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	1530.000
σ	0.000
min	1530.000
max	1530.000

*mean*	26.386
σ	0.104
min	26.244
max	26.475