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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.620
σ	0.347
min	54.494
max	55.607

*mean*	418.700
σ	0.483
min	418.000
max	419.000

*mean*	0.140
σ	0.004
min	0.136
max	0.147

cache=y

dps=1

iters=10

policies=100

*mean*	43.785
σ	0.006
min	43.778
max	43.797

*mean*	419.000
σ	0.000
min	419.000
max	419.000

*mean*	0.123
σ	0.004
min	0.119
max	0.129

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*	4266.125
σ	1879.633
min	1979.000
max	7548.000

*mean*	12.254
σ	0.253
min	11.913
max	12.726

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.615
max	36.620

*mean*	4266.125
σ	1879.633
min	1979.000
max	7548.000

*mean*	12.246
σ	0.678
min	11.027
max	13.063

op=table_records(), no indexes

*mean*	41.928
σ	0.000
min	41.928
max	41.929

*mean*	7548.000
σ	0.000
min	7548.000
max	7548.000

*mean*	14.208
σ	1.448
min	12.465
max	17.074

op=table_records(), repeat

*mean*	41.928
σ	0.002
min	41.927
max	41.932

*mean*	4266.125
σ	1879.633
min	1979.000
max	7548.000

*mean*	12.607
σ	2.111
min	10.569
max	15.804

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

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4266.125
σ	1879.633
min	1979.000
max	7548.000

*mean*	9.102
σ	1.332
min	8.178
max	12.216

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

*mean*	26.401
σ	0.003
min	26.399
max	26.407

*mean*	4266.125
σ	1879.633
min	1979.000
max	7548.000

*mean*	6.339
σ	1.305
min	5.287
max	9.480

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.664
max	25.670

*mean*	4266.125
σ	1879.633
min	1979.000
max	7548.000

*mean*	5.481
σ	0.185
min	5.229
max	5.775

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4266.125
σ	1879.633
min	1979.000
max	7548.000

*mean*	5.093
σ	0.165
min	4.864
max	5.298

CSV - loading a lazy table

Factor

allocated MiB

peak allocated MiB

time (ms)

op=load_product(), no indexes

*mean*	2524.594
σ	0.000
min	2524.593
max	2524.594

*mean*	7548.000
σ	0.000
min	7548.000
max	7548.000

*mean*	1059.970
σ	13.438
min	1052.889
max	1092.922

op=load_product(), with indexes

*mean*	8744.558
σ	0.033
min	8744.544
max	8744.640

*mean*	3788.750
σ	1608.469
min	1979.000
max	5945.000

*mean*	4595.951
σ	1433.191
min	3564.243
max	7103.437

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on unindexed, dense

*mean*	62.077
σ	0.002
min	62.076
max	62.080

*mean*	4266.125
σ	1879.633
min	1979.000
max	7548.000

*mean*	82.991
σ	15.753
min	70.447
max	119.522

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944
σ	0.001
min	40.943
max	40.945

*mean*	7548.000
σ	0.000
min	7548.000
max	7548.000

*mean*	97.954
σ	7.572
min	89.797
max	107.106

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.000
min	66.685
max	66.687

*mean*	7548.000
σ	0.000
min	7548.000
max	7548.000

*mean*	150.376
σ	12.905
min	134.153
max	165.388

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*	4266.125
σ	1879.633
min	1979.000
max	7548.000

*mean*	6564.837
σ	1289.760
min	4925.167
max	8513.110

op=vertical_lookup_list() on indexed

*mean*	11560.068
σ	0.001
min	11560.066
max	11560.069

*mean*	7548.000
σ	0.000
min	7548.000
max	7548.000

*mean*	5183.161
σ	1003.340
min	4406.720
max	7259.006

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.586
σ	0.025
min	172.558
max	172.620

*mean*	1979.000
σ	0.000
min	1979.000
max	1979.000

*mean*	355.968
σ	58.790
min	265.817
max	408.002

op=pointedIndexFromKvs

rows=400000

*mean*	357.360
σ	0.041
min	357.321
max	357.402

*mean*	1979.000
σ	0.000
min	1979.000
max	1979.000

*mean*	751.728
σ	61.180
min	630.623
max	796.623

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.182
σ	0.879
min	1007.687
max	1011.826

*mean*	1039.200
σ	297.177
min	547.000
max	1440.000

*mean*	1.536
σ	0.090
min	1.454
max	1.763

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*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	0.422
σ	0.122
min	0.348
max	0.636

name=error_case.art

*mean*	2.334
σ	0.002
min	2.332
max	2.337

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	0.900
σ	0.086
min	0.837
max	1.051

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	0.550
σ	0.051
min	0.510
max	0.635

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	0.845
σ	0.047
min	0.811
max	0.923

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.543
σ	0.031
min	963.523
max	963.597

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	0.815
σ	0.047
min	0.742
max	0.858

name=cdr_enhanced_4k_loc.art

*mean*	884.854
σ	0.007
min	884.847
max	884.862

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	0.731
σ	0.032
min	0.673
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	7.709

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	4.247
σ	0.087
min	4.104
max	4.537

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	4.240
σ	0.104
min	4.037
max	4.802

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	0.752
σ	0.033
min	0.702
max	0.851

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	0.723
σ	0.034
min	0.669
max	0.805

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.445
σ	0.243
min	297.278
max	298.114

*mean*	1979.000
σ	0.000
min	1979.000
max	1979.000

*mean*	0.581
σ	0.031
min	0.516
max	0.612

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.729
σ	0.041
min	289.660
max	289.762

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	0.407
σ	0.013
min	0.393
max	0.418

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.689
σ	0.045
min	1299.632
max	1299.741

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	2.268
σ	0.084
min	2.177
max	2.343

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.722
σ	4.014
min	1540.763
max	1549.898

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	2.298
σ	0.100
min	2.181
max	2.400

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.630
σ	0.070
min	1861.565
max	1861.728

*mean*	1767.800
σ	223.150
min	1475.000
max	1979.000

*mean*	3.332
σ	0.451
min	2.870
max	3.846

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.796
σ	0.063
min	1.712
max	1.875

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.666
σ	577.138
min	158.093
max	1312.373

*mean*	98.250
σ	8.500
min	94.000
max	111.000

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	0.533
σ	0.540
min	0.262
max	1.344

policies=20

*mean*	1581.232
σ	0.353
min	1580.985
max	1581.755

*mean*	940.000
σ	0.000
min	940.000
max	940.000

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	2.623
σ	0.019
min	2.604
max	2.639

policies=200

*mean*	15820.489
σ	0.079
min	15820.421
max	15820.602

*mean*	9400.000
σ	0.000
min	9400.000
max	9400.000

*mean*	1440.000
σ	0.000
min	1440.000
max	1440.000

*mean*	26.560
σ	0.014
min	26.547
max	26.581