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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	0.348
min	54.484
max	55.607

*mean*	415.000
σ	0.000
min	415.000
max	415.000

*mean*	0.147
σ	0.008
min	0.137
max	0.160

cache=y

dps=1

iters=10

policies=100

*mean*	43.785
σ	0.007
min	43.774
max	43.795

*mean*	415.000
σ	0.000
min	415.000
max	415.000

*mean*	0.123
σ	0.004
min	0.117
max	0.130

CSV - indexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=column_set() on indexed

rows=200000

*mean*	36.617
σ	0.002
min	36.615
max	36.620

*mean*	4164.000
σ	1895.945
min	1548.000
max	7196.000

*mean*	12.673
σ	0.308
min	12.175
max	13.224

iterations=8

operation_display=column_set() on indexed, repeat

rows=200000

*mean*	36.617
σ	0.002
min	36.616
max	36.620

*mean*	4283.875
σ	1975.396
min	1548.000
max	7196.000

*mean*	86.304
σ	206.870
min	12.623
max	598.280

iterations=8

operation_display=table_records(), no indexes

rows=200000

*mean*	41.929
σ	0.002
min	41.928
max	41.932

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	14.863
σ	1.219
min	12.255
max	16.241

iterations=8

operation_display=table_records(), no indexes, repeat

rows=200000

*mean*	41.930
σ	0.002
min	41.928
max	41.932

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	13.607
σ	1.162
min	11.791
max	15.170

iterations=8

operation_display=table_records(), repeat

rows=200000

*mean*	41.929
σ	0.002
min	41.927
max	41.931

*mean*	4164.000
σ	1895.945
min	1548.000
max	7196.000

*mean*	13.616
σ	1.613
min	11.002
max	15.664

iterations=8

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

rows=200000

*mean*	27.604
σ	0.002
min	27.603
max	27.607

*mean*	4164.000
σ	1895.945
min	1548.000
max	7196.000

*mean*	9.199
σ	0.404
min	8.558
max	9.728

iterations=8

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

rows=200000

*mean*	26.400
σ	0.002
min	26.399
max	26.403

*mean*	4164.000
σ	1895.945
min	1548.000
max	7196.000

*mean*	6.766
σ	0.333
min	6.235
max	7.231

iterations=8

operation_display=vertical_lookup_row_list() on 2 indexed

rows=200000

*mean*	25.667
σ	0.002
min	25.665
max	25.670

*mean*	4283.875
σ	1975.396
min	1548.000
max	7196.000

*mean*	6.326
σ	0.836
min	5.848
max	8.375

iterations=8

operation_display=vertical_lookup_row_list() on 2 indexed, repeat

rows=200000

*mean*	25.661
σ	0.002
min	25.659
max	25.663

*mean*	4283.875
σ	1975.396
min	1548.000
max	7196.000

*mean*	5.787
σ	0.575
min	5.358
max	7.184

iterations=8

operation_display=vertical_lookup_row_list() on 3 (1 unindexed)

rows=200000

*mean*	25.969
σ	0.002
min	25.967
max	25.971

*mean*	4283.875
σ	1975.396
min	1548.000
max	7196.000

*mean*	5.879
σ	0.538
min	5.474
max	7.186

iterations=8

operation_display=vertical_lookup_row_list() on 3 (1 unindexed), repeat

rows=200000

*mean*	25.968
σ	0.001
min	25.967
max	25.971

*mean*	4283.875
σ	1975.396
min	1548.000
max	7196.000

*mean*	5.737
σ	0.550
min	5.368
max	7.082

CSV - loading a lazy table

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=load_product(), no indexes

rows=200000

*mean*	2524.596
σ	0.002
min	2524.594
max	2524.598

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	1196.914
σ	412.314
min	1041.886
max	2217.186

iterations=8

operation_display=load_product(), with indexes

rows=200000

*mean*	8744.561
σ	0.042
min	8744.545
max	8744.664

*mean*	3591.750
σ	1814.262
min	1074.000
max	5826.000

*mean*	4791.494
σ	1673.552
min	3525.090
max	7193.961

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=column_set() on unindexed, dense

rows=200000

*mean*	62.077
σ	0.002
min	62.075
max	62.080

*mean*	4164.000
σ	1895.945
min	1548.000
max	7196.000

*mean*	76.477
σ	4.974
min	71.479
max	83.741

iterations=8

operation_display=column_set() on unindexed, dense, repeat

rows=200000

*mean*	62.077
σ	0.002
min	62.075
max	62.080

*mean*	4164.000
σ	1895.945
min	1548.000
max	7196.000

*mean*	77.175
σ	5.403
min	71.301
max	84.841

iterations=8

operation_display=vertical_lookup_list() on unindexed missing Int

rows=200000

*mean*	40.944
σ	0.001
min	40.943
max	40.947

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	101.933
σ	9.333
min	82.155
max	108.251

iterations=8

operation_display=vertical_lookup_list() on unindexed missing Int, repeat

rows=200000

*mean*	40.946
σ	0.002
min	40.944
max	40.948

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	101.743
σ	9.321
min	81.980
max	107.787

iterations=8

operation_display=vertical_lookup_list() on unindexed unique Int near end

rows=200000

*mean*	40.951
σ	0.002
min	40.949
max	40.954

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	104.239
σ	7.922
min	88.270
max	111.532

iterations=8

operation_display=vertical_lookup_list() on unindexed unique Int near end, repeat

rows=200000

*mean*	40.951
σ	0.002
min	40.948
max	40.954

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	102.206
σ	9.211
min	82.793
max	108.717

iterations=8

operation_display=vertical_lookup_row_list() on unindexed small unique Int

rows=200000

*mean*	66.686
σ	0.001
min	66.685
max	66.689

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	211.427
σ	152.065
min	132.041
max	586.458

iterations=8

operation_display=vertical_lookup_row_list() on unindexed small unique Int, repeat

rows=200000

*mean*	66.687
σ	0.002
min	66.685
max	66.689

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	151.741
σ	22.276
min	105.975
max	168.796

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=table_records()

rows=200000

*mean*	11656.833
σ	4.318
min	11655.305
max	11667.520

*mean*	4164.000
σ	1895.945
min	1548.000
max	7196.000

*mean*	6125.092
σ	1015.511
min	4922.400
max	8085.947

iterations=8

operation_display=vertical_lookup_list() on indexed

rows=200000

*mean*	11560.065
σ	0.001
min	11560.064
max	11560.068

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	5566.973
σ	1489.662
min	4323.784
max	8526.478

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=pointedIndexFromKvs

rows=200000

*mean*	172.662
σ	0.012
min	172.643
max	172.678

*mean*	485.000
σ	0.000
min	485.000
max	485.000

*mean*	382.598
σ	45.501
min	311.685
max	424.053

iterations=8

operation_display=pointedIndexFromKvs

rows=400000

*mean*	357.466
σ	0.154
min	357.321
max	357.626

*mean*	561.000
σ	0.000
min	561.000
max	561.000

*mean*	804.625
σ	14.967
min	773.502
max	822.649

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.086
σ	0.761
min	1007.611
max	1011.230

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	1.494
σ	0.116
min	1.386
max	1.793

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*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.307
σ	0.110
min	0.246
max	0.503

name=error_case.art

*mean*	2.333
σ	0.003
min	2.332
max	2.337

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.648
σ	0.088
min	0.590
max	0.802

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.476
σ	0.040
min	0.428
max	0.512

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.843
σ	0.034
min	0.810
max	0.900

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.551
σ	0.022
min	963.530
max	963.575

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.811
σ	0.036
min	0.761
max	0.850

name=cdr_enhanced_4k_loc.art

*mean*	884.854
σ	0.006
min	884.847
max	884.860

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.676
σ	0.069
min	0.566
max	0.740

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*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	4.259
σ	0.068
min	4.149
max	4.666

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	4.268
σ	0.072
min	4.135
max	4.553

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.756
σ	0.016
min	0.723
max	0.856

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.717
σ	0.012
min	0.687
max	0.767

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.154
σ	0.239
min	297.004
max	297.813

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.556
σ	0.039
min	0.517
max	0.611

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.736
σ	0.032
min	289.688
max	289.778

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.390
σ	0.001
min	0.389
max	0.391

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.649
σ	0.107
min	1299.514
max	1299.763

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	1.869
σ	0.045
min	1.828
max	1.925

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.621
σ	4.002
min	1540.593
max	1549.771

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	2.247
σ	0.125
min	2.108
max	2.411

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.613
σ	0.086
min	1861.500
max	1861.725

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	3.045
σ	0.361
min	2.846
max	3.688

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.593
σ	0.227
min	1.320
max	1.837

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.149
σ	577.064
min	157.617
max	1311.745

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	0.553
σ	0.558
min	0.269
max	1.389

policies=20

*mean*	1576.427
σ	0.351
min	1576.192
max	1576.949

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	2.630
σ	0.020
min	2.612
max	2.651

policies=200

*mean*	15772.222
σ	0.176
min	15772.013
max	15772.403

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	7196.000
σ	0.000
min	7196.000
max	7196.000

*mean*	26.630
σ	0.144
min	26.470
max	26.807