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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.616
σ	0.350
min	54.483
max	55.612

*mean*	415.000
σ	0.000
min	415.000
max	415.000

*mean*	0.139
σ	0.005
min	0.132
max	0.145

cache=y

dps=1

iters=10

policies=100

*mean*	43.785
σ	0.005
min	43.780
max	43.798

*mean*	415.000
σ	0.000
min	415.000
max	415.000

*mean*	0.122
σ	0.004
min	0.119
max	0.130

CSV - indexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on indexed

*mean*	36.618
σ	0.002
min	36.616
max	36.620

*mean*	4265.000
σ	1876.135
min	1983.000
max	7538.000

*mean*	13.223
σ	1.953
min	12.137
max	17.991

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.615
max	36.620

*mean*	4265.000
σ	1876.135
min	1983.000
max	7538.000

*mean*	12.923
σ	1.667
min	11.438
max	16.609

op=table_records(), no indexes

*mean*	41.928
σ	0.000
min	41.928
max	41.929

*mean*	7538.000
σ	0.000
min	7538.000
max	7538.000

*mean*	13.530
σ	1.451
min	10.793
max	15.115

op=table_records(), repeat

*mean*	41.928
σ	0.002
min	41.927
max	41.932

*mean*	4265.000
σ	1876.135
min	1983.000
max	7538.000

*mean*	12.672
σ	2.050
min	10.412
max	15.485

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

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4265.000
σ	1876.135
min	1983.000
max	7538.000

*mean*	9.069
σ	1.188
min	8.047
max	11.859

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

*mean*	26.401
σ	0.002
min	26.399
max	26.403

*mean*	4265.000
σ	1876.135
min	1983.000
max	7538.000

*mean*	6.605
σ	1.314
min	5.333
max	9.733

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.664
max	25.670

*mean*	4265.000
σ	1876.135
min	1983.000
max	7538.000

*mean*	5.753
σ	0.503
min	5.409
max	6.972

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4265.000
σ	1876.135
min	1983.000
max	7538.000

*mean*	5.451
σ	0.550
min	5.050
max	6.774

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*	7538.000
σ	0.000
min	7538.000
max	7538.000

*mean*	1102.534
σ	163.381
min	1041.628
max	1506.824

op=load_product(), with indexes

*mean*	8744.558
σ	0.033
min	8744.545
max	8744.640

*mean*	3788.250
σ	1607.514
min	1983.000
max	5944.000

*mean*	4535.445
σ	1366.999
min	3504.137
max	6621.119

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on unindexed, dense

*mean*	62.077
σ	0.002
min	62.075
max	62.080

*mean*	4265.000
σ	1876.135
min	1983.000
max	7538.000

*mean*	87.645
σ	11.944
min	70.420
max	107.471

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944
σ	0.001
min	40.944
max	40.945

*mean*	7538.000
σ	0.000
min	7538.000
max	7538.000

*mean*	96.877
σ	11.507
min	73.892
max	107.252

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.000
min	66.685
max	66.687

*mean*	7538.000
σ	0.000
min	7538.000
max	7538.000

*mean*	147.164
σ	19.136
min	108.651
max	165.830

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

op=table_records()

*mean*	11656.833
σ	4.317
min	11655.305
max	11667.517

*mean*	4265.000
σ	1876.135
min	1983.000
max	7538.000

*mean*	6460.622
σ	1214.659
min	4894.459
max	8097.633

op=vertical_lookup_list() on indexed

*mean*	11560.068
σ	0.001
min	11560.066
max	11560.069

*mean*	7538.000
σ	0.000
min	7538.000
max	7538.000

*mean*	5484.426
σ	1196.541
min	4370.381
max	7230.747

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.581
σ	0.022
min	172.558
max	172.613

*mean*	1983.000
σ	0.000
min	1983.000
max	1983.000

*mean*	358.812
σ	42.949
min	266.445
max	400.437

op=pointedIndexFromKvs

rows=400000

*mean*	357.362
σ	0.042
min	357.321
max	357.404

*mean*	1983.000
σ	0.000
min	1983.000
max	1983.000

*mean*	739.969
σ	78.650
min	610.237
max	805.453

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.180
σ	0.883
min	1007.686
max	1011.847

*mean*	1039.850
σ	306.663
min	545.000
max	1469.000

*mean*	1.560
σ	0.086
min	1.475
max	1.767

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*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	0.420
σ	0.137
min	0.330
max	0.664

name=error_case.art

*mean*	2.333
σ	0.003
min	2.332
max	2.337

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	0.889
σ	0.086
min	0.838
max	1.043

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	0.537
σ	0.052
min	0.499
max	0.627

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	0.846
σ	0.038
min	0.819
max	0.912

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.543
σ	0.025
min	963.523
max	963.585

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	0.834
σ	0.047
min	0.753
max	0.864

name=cdr_enhanced_4k_loc.art

*mean*	884.854
σ	0.006
min	884.847
max	884.862

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	0.701
σ	0.066
min	0.596
max	0.749

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*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	4.247
σ	0.080
min	4.126
max	4.619

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	4.255
σ	0.089
min	4.107
max	4.618

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	0.753
σ	0.023
min	0.612
max	0.876

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	0.715
σ	0.014
min	0.681
max	0.795

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.184
σ	0.215
min	297.048
max	297.768

*mean*	1983.000
σ	0.000
min	1983.000
max	1983.000

*mean*	0.558
σ	0.037
min	0.509
max	0.606

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.761
σ	0.050
min	289.714
max	289.816

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	0.407
σ	0.011
min	0.388
max	0.416

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.695
σ	0.081
min	1299.605
max	1299.811

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	2.266
σ	0.096
min	2.148
max	2.356

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.661
σ	4.025
min	1540.702
max	1549.855

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	2.285
σ	0.151
min	2.151
max	2.449

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.635
σ	0.061
min	1861.562
max	1861.710

*mean*	1768.600
σ	226.161
min	1471.000
max	1983.000

*mean*	3.186
σ	0.411
min	2.678
max	3.759

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.756
σ	0.128
min	1.604
max	1.898

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.185
σ	577.140
min	157.612
max	1311.895

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	0.523
σ	0.524
min	0.254
max	1.309

policies=20

*mean*	1576.423
σ	0.344
min	1576.189
max	1576.935

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	2.625
σ	0.005
min	2.620
max	2.632

policies=200

*mean*	15772.293
σ	0.104
min	15772.164
max	15772.419

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	1469.000
σ	0.000
min	1469.000
max	1469.000

*mean*	26.550
σ	0.086
min	26.441
max	26.633