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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	0.350
min	54.480
max	55.615

*mean*	417.000
σ	0.000
min	417.000
max	417.000

*mean*	0.146
σ	0.010
min	0.135
max	0.160

cache=y

dps=1

iters=10

policies=100

*mean*	43.785
σ	0.007
min	43.778
max	43.802

*mean*	417.000
σ	0.000
min	417.000
max	417.000

*mean*	0.120
σ	0.005
min	0.114
max	0.127

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*	4102.875
σ	1570.666
min	1976.000
max	6043.000

*mean*	12.459
σ	0.160
min	12.252
max	12.744

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.615
max	36.620

*mean*	4102.875
σ	1570.666
min	1976.000
max	6043.000

*mean*	12.637
σ	0.532
min	11.810
max	13.357

op=table_records(), no indexes

*mean*	41.929
σ	0.001
min	41.928
max	41.932

*mean*	6043.000
σ	0.000
min	6043.000
max	6043.000

*mean*	13.476
σ	0.872
min	12.560
max	15.025

op=table_records(), repeat

*mean*	41.928
σ	0.002
min	41.927
max	41.931

*mean*	4102.875
σ	1570.666
min	1976.000
max	6043.000

*mean*	12.475
σ	1.905
min	10.316
max	14.922

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

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4102.875
σ	1570.666
min	1976.000
max	6043.000

*mean*	8.424
σ	0.235
min	8.156
max	8.760

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

*mean*	26.401
σ	0.002
min	26.399
max	26.403

*mean*	4102.875
σ	1570.666
min	1976.000
max	6043.000

*mean*	5.916
σ	0.400
min	5.384
max	6.495

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.664
max	25.670

*mean*	4102.875
σ	1570.666
min	1976.000
max	6043.000

*mean*	5.473
σ	0.114
min	5.381
max	5.726

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4102.875
σ	1570.666
min	1976.000
max	6043.000

*mean*	5.182
σ	0.158
min	4.989
max	5.457

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*	1432.124
σ	721.325
min	1063.747
max	3022.099

op=load_product(), with indexes

*mean*	8744.558
σ	0.033
min	8744.544
max	8744.640

*mean*	3820.125
σ	1650.643
min	1976.000
max	6043.000

*mean*	4512.610
σ	1351.138
min	3602.924
max	7439.109

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on unindexed, dense

*mean*	62.078
σ	0.002
min	62.076
max	62.080

*mean*	4102.875
σ	1570.666
min	1976.000
max	6043.000

*mean*	81.189
σ	11.167
min	70.746
max	97.036

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*	95.714
σ	10.132
min	79.167
max	107.287

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.000
min	66.685
max	66.687

*mean*	6043.000
σ	0.000
min	6043.000
max	6043.000

*mean*	218.242
σ	212.995
min	119.451
max	743.998

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

op=table_records()

*mean*	11656.832
σ	4.317
min	11655.305
max	11667.516

*mean*	4102.875
σ	1570.666
min	1976.000
max	6043.000

*mean*	6394.992
σ	1159.738
min	5003.318
max	7849.800

op=vertical_lookup_list() on indexed

*mean*	11560.069
σ	0.001
min	11560.066
max	11560.069

*mean*	6043.000
σ	0.000
min	6043.000
max	6043.000

*mean*	6656.732
σ	1512.275
min	4530.508
max	8345.190

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.582
σ	0.024
min	172.558
max	172.620

*mean*	1976.000
σ	0.000
min	1976.000
max	1976.000

*mean*	364.184
σ	20.309
min	341.920
max	393.774

op=pointedIndexFromKvs

rows=400000

*mean*	357.362
σ	0.039
min	357.321
max	357.402

*mean*	1976.000
σ	0.000
min	1976.000
max	1976.000

*mean*	738.871
σ	69.372
min	613.448
max	804.903

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.191
σ	0.855
min	1007.681
max	1011.706

*mean*	1051.100
σ	296.557
min	569.000
max	1446.000

*mean*	1.520
σ	0.073
min	1.434
max	1.726

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*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	0.417
σ	0.128
min	0.348
max	0.644

name=error_case.art

*mean*	2.333
σ	0.003
min	2.332
max	2.337

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	0.875
σ	0.095
min	0.816
max	1.041

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	0.542
σ	0.046
min	0.509
max	0.624

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	0.830
σ	0.036
min	0.804
max	0.893

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	963.581

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	0.841
σ	0.041
min	0.782
max	0.878

name=cdr_enhanced_4k_loc.art

*mean*	884.854
σ	0.005
min	884.847
max	884.861

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	0.681
σ	0.047
min	0.617
max	0.722

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*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	4.316
σ	0.114
min	4.135
max	4.631

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	4.296
σ	0.087
min	4.155
max	4.605

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	0.738
σ	0.017
min	0.712
max	0.850

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	0.703
σ	0.013
min	0.674
max	0.772

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.305
σ	0.245
min	297.082
max	297.941

*mean*	1976.000
σ	0.000
min	1976.000
max	1976.000

*mean*	0.556
σ	0.037
min	0.504
max	0.611

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.778
σ	0.036
min	289.731
max	289.814

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	0.398
σ	0.012
min	0.392
max	0.419

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.605
σ	0.101
min	1299.501
max	1299.761

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	1.998
σ	0.120
min	1.874
max	2.181

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.654
σ	3.996
min	1540.691
max	1549.796

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	2.258
σ	0.135
min	2.113
max	2.441

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.648
σ	0.075
min	1861.556
max	1861.738

*mean*	1764.400
σ	223.295
min	1472.000
max	1976.000

*mean*	3.178
σ	0.311
min	2.855
max	3.529

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.723
σ	0.122
min	1.645
max	1.938

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.183
σ	577.140
min	157.613
max	1311.893

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	0.558
σ	0.585
min	0.261
max	1.435

policies=20

*mean*	1576.403
σ	0.346
min	1576.170
max	1576.918

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	2.621
σ	0.017
min	2.605
max	2.644

policies=200

*mean*	15772.253
σ	0.068
min	15772.169
max	15772.329

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	1446.000
σ	0.000
min	1446.000
max	1446.000

*mean*	26.449
σ	0.090
min	26.360
max	26.569