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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.618
σ	0.352
min	54.480
max	55.618

*mean*	417.000
σ	0.000
min	417.000
max	417.000

*mean*	0.138
σ	0.004
min	0.131
max	0.145

cache=y

dps=1

iters=10

policies=100

*mean*	43.785
σ	0.007
min	43.773
max	43.798

*mean*	417.000
σ	0.000
min	417.000
max	417.000

*mean*	0.122
σ	0.005
min	0.117
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	36.615
max	36.620

*mean*	4290.625
σ	1877.362
min	2074.000
max	7587.000

*mean*	12.346
σ	0.222
min	12.082
max	12.721

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.616
max	36.620

*mean*	4290.625
σ	1877.362
min	2074.000
max	7587.000

*mean*	12.662
σ	0.564
min	11.712
max	13.219

op=table_records(), no indexes

*mean*	41.928
σ	0.000
min	41.928
max	41.929

*mean*	7587.000
σ	0.000
min	7587.000
max	7587.000

*mean*	14.122
σ	1.197
min	12.508
max	15.346

op=table_records(), repeat

*mean*	41.928
σ	0.002
min	41.927
max	41.931

*mean*	4089.125
σ	1526.791
min	2074.000
max	5975.000

*mean*	12.709
σ	1.854
min	10.897
max	14.927

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

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4089.125
σ	1526.791
min	2074.000
max	5975.000

*mean*	8.716
σ	0.538
min	8.127
max	9.503

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

*mean*	26.400
σ	0.002
min	26.399
max	26.403

*mean*	4089.125
σ	1526.791
min	2074.000
max	5975.000

*mean*	6.219
σ	0.313
min	5.667
max	6.628

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.664
max	25.670

*mean*	4290.625
σ	1877.362
min	2074.000
max	7587.000

*mean*	5.609
σ	0.129
min	5.442
max	5.855

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4290.625
σ	1877.362
min	2074.000
max	7587.000

*mean*	5.329
σ	0.181
min	5.012
max	5.551

CSV - loading a lazy table

Factor

allocated MiB

peak allocated MiB

time (ms)

op=load_product(), no indexes

*mean*	2524.594
σ	0.001
min	2524.593
max	2524.597

*mean*	7587.000
σ	0.000
min	7587.000
max	7587.000

*mean*	1110.994
σ	164.173
min	1045.799
max	1517.060

op=load_product(), with indexes

*mean*	8744.559
σ	0.033
min	8744.545
max	8744.640

*mean*	3820.500
σ	1591.957
min	2074.000
max	5975.000

*mean*	4540.059
σ	1348.664
min	3542.116
max	6691.875

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on unindexed, dense

*mean*	62.079
σ	0.002
min	62.076
max	62.080

*mean*	4290.625
σ	1877.362
min	2074.000
max	7587.000

*mean*	135.648
σ	151.212
min	72.146
max	508.799

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944
σ	0.001
min	40.944
max	40.945

*mean*	7587.000
σ	0.000
min	7587.000
max	7587.000

*mean*	101.037
σ	8.776
min	88.570
max	109.016

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.000
min	66.685
max	66.687

*mean*	7587.000
σ	0.000
min	7587.000
max	7587.000

*mean*	311.908
σ	448.678
min	137.063
max	1421.888

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

op=table_records()

*mean*	11656.833
σ	4.318
min	11655.305
max	11667.521

*mean*	4089.125
σ	1526.791
min	2074.000
max	5975.000

*mean*	6427.067
σ	1307.636
min	4914.429
max	8172.389

op=vertical_lookup_list() on indexed

*mean*	11560.068
σ	0.001
min	11560.066
max	11560.069

*mean*	7587.000
σ	0.000
min	7587.000
max	7587.000

*mean*	5280.325
σ	1169.728
min	4366.582
max	7201.752

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.582
σ	0.021
min	172.558
max	172.613

*mean*	2074.000
σ	0.000
min	2074.000
max	2074.000

*mean*	352.317
σ	60.729
min	263.430
max	447.250

op=pointedIndexFromKvs

rows=400000

*mean*	357.366
σ	0.045
min	357.321
max	357.420

*mean*	2074.000
σ	0.000
min	2074.000
max	2074.000

*mean*	783.911
σ	15.354
min	769.858
max	813.767

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.187
σ	0.875
min	1007.687
max	1011.805

*mean*	1049.350
σ	301.377
min	547.000
max	1452.000

*mean*	1.545
σ	0.076
min	1.479
max	1.759

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*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	0.397
σ	0.111
min	0.326
max	0.593

name=error_case.art

*mean*	2.333
σ	0.004
min	2.332
max	2.341

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	0.880
σ	0.083
min	0.823
max	1.025

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	0.546
σ	0.049
min	0.501
max	0.628

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.359

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	0.850
σ	0.032
min	0.824
max	0.902

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.544
σ	0.025
min	963.523
max	963.585

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	0.800
σ	0.077
min	0.671
max	0.860

name=cdr_enhanced_4k_loc.art

*mean*	884.853
σ	0.007
min	884.847
max	884.863

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	0.730
σ	0.028
min	0.681
max	0.747

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*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	3.495
σ	0.083
min	3.374
max	3.973

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	4.059
σ	0.330
min	3.406
max	4.442

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	0.745
σ	0.017
min	0.704
max	0.849

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	0.710
σ	0.015
min	0.677
max	0.783

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.471
σ	0.226
min	297.219
max	298.018

*mean*	2074.000
σ	0.000
min	2074.000
max	2074.000

*mean*	0.555
σ	0.034
min	0.512
max	0.590

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.772
σ	0.038
min	289.730
max	289.813

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	0.400
σ	0.009
min	0.394
max	0.415

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.683
σ	0.095
min	1299.568
max	1299.822

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	2.074
σ	0.105
min	1.977
max	2.219

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.628
σ	4.043
min	1540.617
max	1549.854

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	2.313
σ	0.162
min	2.099
max	2.517

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.635
σ	0.062
min	1861.550
max	1861.694

*mean*	1733.200
σ	243.584
min	1452.000
max	2074.000

*mean*	3.090
σ	0.324
min	2.831
max	3.640

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.727
σ	0.114
min	1.593
max	1.892

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.184
σ	577.140
min	157.611
max	1311.894

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	0.526
σ	0.531
min	0.260
max	1.322

policies=20

*mean*	1576.417
σ	0.357
min	1576.179
max	1576.949

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	2.629
σ	0.041
min	2.595
max	2.687

policies=200

*mean*	15772.214
σ	0.087
min	15772.136
max	15772.338

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	1452.000
σ	0.000
min	1452.000
max	1452.000

*mean*	26.529
σ	0.070
min	26.446
max	26.608