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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	0.349
min	54.480
max	55.608

*mean*	416.000
σ	0.000
min	416.000
max	416.000

*mean*	0.140
σ	0.004
min	0.133
max	0.147

cache=y

dps=1

iters=10

policies=100

*mean*	43.785
σ	0.007
min	43.777
max	43.800

*mean*	416.000
σ	0.000
min	416.000
max	416.000

*mean*	0.123
σ	0.003
min	0.120
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*	4272.875
σ	1862.436
min	2062.000
max	7537.000

*mean*	12.903
σ	1.731
min	11.967
max	17.136

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.615
max	36.620

*mean*	4272.875
σ	1862.436
min	2062.000
max	7537.000

*mean*	13.081
σ	1.661
min	11.498
max	16.989

op=table_records(), no indexes

*mean*	41.928
σ	0.000
min	41.928
max	41.929

*mean*	7537.000
σ	0.000
min	7537.000
max	7537.000

*mean*	14.231
σ	1.076
min	12.864
max	15.572

op=table_records(), repeat

*mean*	41.928
σ	0.002
min	41.927
max	41.932

*mean*	4272.875
σ	1862.436
min	2062.000
max	7537.000

*mean*	12.553
σ	2.343
min	10.218
max	16.140

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

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4272.875
σ	1862.436
min	2062.000
max	7537.000

*mean*	8.873
σ	1.459
min	7.982
max	12.362

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

*mean*	26.400
σ	0.002
min	26.399
max	26.403

*mean*	4272.875
σ	1862.436
min	2062.000
max	7537.000

*mean*	6.669
σ	1.098
min	5.986
max	9.345

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.664
max	25.670

*mean*	4272.875
σ	1862.436
min	2062.000
max	7537.000

*mean*	5.658
σ	0.428
min	5.253
max	6.658

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4272.875
σ	1862.436
min	2062.000
max	7537.000

*mean*	5.393
σ	0.368
min	5.106
max	6.275

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*	7537.000
σ	0.000
min	7537.000
max	7537.000

*mean*	1033.666
σ	6.433
min	1022.695
max	1042.130

op=load_product(), with indexes

*mean*	8744.558
σ	0.032
min	8744.545
max	8744.639

*mean*	3807.125
σ	1580.606
min	2062.000
max	5941.000

*mean*	4671.407
σ	1511.933
min	3553.461
max	7255.917

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*	4272.875
σ	1862.436
min	2062.000
max	7537.000

*mean*	86.679
σ	15.460
min	70.912
max	116.595

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944
σ	0.001
min	40.944
max	40.945

*mean*	7537.000
σ	0.000
min	7537.000
max	7537.000

*mean*	240.805
σ	401.059
min	82.882
max	1233.165

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.000
min	66.685
max	66.687

*mean*	7537.000
σ	0.000
min	7537.000
max	7537.000

*mean*	149.999
σ	15.032
min	131.077
max	166.684

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*	4272.875
σ	1862.436
min	2062.000
max	7537.000

*mean*	6136.134
σ	1076.017
min	4986.460
max	8025.004

op=vertical_lookup_list() on indexed

*mean*	11560.068
σ	0.001
min	11560.066
max	11560.069

*mean*	7537.000
σ	0.000
min	7537.000
max	7537.000

*mean*	5599.557
σ	1458.898
min	4450.100
max	7651.042

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.587
σ	0.024
min	172.561
max	172.619

*mean*	2062.000
σ	0.000
min	2062.000
max	2062.000

*mean*	368.709
σ	44.257
min	325.095
max	466.693

op=pointedIndexFromKvs

rows=400000

*mean*	357.368
σ	0.048
min	357.321
max	357.438

*mean*	2062.000
σ	0.000
min	2062.000
max	2062.000

*mean*	786.134
σ	26.528
min	732.310
max	820.088

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.188
σ	0.860
min	1007.682
max	1011.733

*mean*	1040.050
σ	304.365
min	548.000
max	1468.000

*mean*	1.546
σ	0.132
min	1.449
max	2.008

Parser: Comma Sep

Factor

allocated MiB

peak allocated MiB

time (ms)

name=ambiguous_item.art

*mean*	0.884
σ	0.003
min	0.881
max	0.887

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	0.462
σ	0.111
min	0.352
max	0.627

name=error_case.art

*mean*	2.333
σ	0.003
min	2.332
max	2.337

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	0.891
σ	0.103
min	0.823
max	1.071

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	0.551
σ	0.047
min	0.519
max	0.631

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	0.849
σ	0.039
min	0.813
max	0.914

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.541
σ	0.022
min	963.523
max	963.576

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	0.836
σ	0.026
min	0.809
max	0.866

name=cdr_enhanced_4k_loc.art

*mean*	884.853
σ	0.007
min	884.847
max	884.864

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	0.734
σ	0.023
min	0.694
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	7.712

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	4.296
σ	0.090
min	4.111
max	4.552

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	4.269
σ	0.091
min	4.136
max	4.611

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	0.742
σ	0.050
min	0.529
max	0.861

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	0.714
σ	0.017
min	0.678
max	0.793

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.639
σ	0.206
min	297.453
max	298.201

*mean*	2062.000
σ	0.000
min	2062.000
max	2062.000

*mean*	0.551
σ	0.032
min	0.506
max	0.596

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.776
σ	0.033
min	289.733
max	289.810

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	0.410
σ	0.013
min	0.398
max	0.429

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.682
σ	0.096
min	1299.584
max	1299.814

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	2.070
σ	0.083
min	1.985
max	2.188

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.630
σ	4.055
min	1540.629
max	1549.877

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	2.320
σ	0.187
min	2.167
max	2.636

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.629
σ	0.057
min	1861.549
max	1861.697

*mean*	1727.800
σ	239.368
min	1468.000
max	2062.000

*mean*	2.939
σ	0.088
min	2.852
max	3.055

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.721
σ	0.126
min	1.556
max	1.859

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.185
σ	577.139
min	157.614
max	1311.894

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	0.549
σ	0.577
min	0.259
max	1.414

policies=20

*mean*	1576.405
σ	0.337
min	1576.173
max	1576.904

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	2.606
σ	0.010
min	2.592
max	2.613

policies=200

*mean*	15772.229
σ	0.085
min	15772.173
max	15772.356

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	1468.000
σ	0.000
min	1468.000
max	1468.000

*mean*	26.353
σ	0.027
min	26.329
max	26.384