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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	0.350
min	54.478
max	55.613

*mean*	416.000
σ	0.000
min	416.000
max	416.000

*mean*	0.140
σ	0.003
min	0.136
max	0.145

cache=y

dps=1

iters=10

policies=100

*mean*	43.786
σ	0.006
min	43.776
max	43.799

*mean*	416.000
σ	0.000
min	416.000
max	416.000

*mean*	0.123
σ	0.004
min	0.120
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	36.616
max	36.620

*mean*	4102.500
σ	1574.760
min	1961.000
max	6047.000

*mean*	12.411
σ	0.330
min	11.966
max	12.694

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.615
max	36.619

*mean*	4102.500
σ	1574.760
min	1961.000
max	6047.000

*mean*	12.001
σ	0.607
min	11.198
max	13.019

op=table_records(), no indexes

*mean*	41.932
σ	0.000
min	41.932
max	41.933

*mean*	6047.000
σ	0.000
min	6047.000
max	6047.000

*mean*	13.308
σ	1.183
min	11.363
max	15.102

op=table_records(), repeat

*mean*	41.928
σ	0.002
min	41.927
max	41.932

*mean*	4102.500
σ	1574.760
min	1961.000
max	6047.000

*mean*	13.107
σ	2.095
min	10.621
max	15.701

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

*mean*	27.605
σ	0.002
min	27.603
max	27.609

*mean*	4102.500
σ	1574.760
min	1961.000
max	6047.000

*mean*	9.239
σ	1.258
min	8.136
max	12.169

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

*mean*	26.400
σ	0.002
min	26.399
max	26.403

*mean*	4102.500
σ	1574.760
min	1961.000
max	6047.000

*mean*	6.855
σ	1.214
min	6.210
max	9.824

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.665
max	25.670

*mean*	4102.500
σ	1574.760
min	1961.000
max	6047.000

*mean*	5.677
σ	0.074
min	5.565
max	5.797

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4102.500
σ	1574.760
min	1961.000
max	6047.000

*mean*	5.400
σ	0.076
min	5.256
max	5.492

CSV - loading a lazy table

Factor

allocated MiB

peak allocated MiB

time (ms)

op=load_product(), no indexes

*mean*	2524.597
σ	0.001
min	2524.597
max	2524.598

*mean*	6047.000
σ	0.000
min	6047.000
max	6047.000

*mean*	1456.715
σ	681.749
min	1042.753
max	2933.060

op=load_product(), with indexes

*mean*	8744.558
σ	0.032
min	8744.545
max	8744.639

*mean*	3819.375
σ	1655.702
min	1961.000
max	6047.000

*mean*	4650.378
σ	1506.776
min	3573.007
max	7594.343

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*	4102.500
σ	1574.760
min	1961.000
max	6047.000

*mean*	88.346
σ	17.826
min	71.545
max	121.116

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944
σ	0.001
min	40.944
max	40.945

*mean*	6047.000
σ	0.000
min	6047.000
max	6047.000

*mean*	95.355
σ	8.646
min	81.993
max	106.448

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.001
min	66.685
max	66.689

*mean*	6047.000
σ	0.000
min	6047.000
max	6047.000

*mean*	225.284
σ	233.246
min	126.888
max	801.602

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*	4102.500
σ	1574.760
min	1961.000
max	6047.000

*mean*	6504.478
σ	1262.406
min	4992.525
max	8507.639

op=vertical_lookup_list() on indexed

*mean*	11560.065
σ	0.000
min	11560.064
max	11560.066

*mean*	6047.000
σ	0.000
min	6047.000
max	6047.000

*mean*	6806.318
σ	1192.907
min	4487.236
max	8089.245

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.584
σ	0.024
min	172.558
max	172.617

*mean*	1961.000
σ	0.000
min	1961.000
max	1961.000

*mean*	376.586
σ	21.489
min	352.047
max	406.255

op=pointedIndexFromKvs

rows=400000

*mean*	357.360
σ	0.043
min	357.321
max	357.426

*mean*	1961.000
σ	0.000
min	1961.000
max	1961.000

*mean*	762.982
σ	60.313
min	618.271
max	800.912

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.185
σ	0.903
min	1007.689
max	1011.937

*mean*	1040.900
σ	306.965
min	548.000
max	1472.000

*mean*	1.536
σ	0.106
min	1.454
max	1.807

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*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	0.418
σ	0.135
min	0.340
max	0.658

name=error_case.art

*mean*	2.333
σ	0.003
min	2.332
max	2.337

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	0.890
σ	0.087
min	0.819
max	1.040

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	0.550
σ	0.063
min	0.491
max	0.643

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	0.855
σ	0.039
min	0.826
max	0.924

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.548
σ	0.036
min	963.523
max	963.610

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	0.825
σ	0.014
min	0.814
max	0.849

name=cdr_enhanced_4k_loc.art

*mean*	884.853
σ	0.006
min	884.847
max	884.858

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	0.733
σ	0.016
min	0.707
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	7.712

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	4.322
σ	0.082
min	4.188
max	4.622

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.662

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	4.277
σ	0.075
min	4.074
max	4.538

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	0.757
σ	0.017
min	0.732
max	0.859

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	0.717
σ	0.015
min	0.684
max	0.781

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.550
σ	0.178
min	297.390
max	298.009

*mean*	1961.000
σ	0.000
min	1961.000
max	1961.000

*mean*	0.563
σ	0.062
min	0.501
max	0.715

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.775
σ	0.036
min	289.720
max	289.808

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	0.401
σ	0.010
min	0.394
max	0.418

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.622
σ	0.104
min	1299.502
max	1299.760

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	1.939
σ	0.059
min	1.866
max	2.001

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.606
σ	4.040
min	1540.585
max	1549.825

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	2.194
σ	0.156
min	2.014
max	2.405

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.649
σ	0.071
min	1861.571
max	1861.734

*mean*	1757.600
σ	215.898
min	1472.000
max	1961.000

*mean*	3.260
σ	0.373
min	2.848
max	3.762

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.668
σ	0.142
min	1.487
max	1.842

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.184
σ	577.140
min	157.613
max	1311.893

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	0.534
σ	0.543
min	0.260
max	1.349

policies=20

*mean*	1576.400
σ	0.339
min	1576.174
max	1576.905

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	2.610
σ	0.011
min	2.595
max	2.620

policies=200

*mean*	15772.252
σ	0.071
min	15772.190
max	15772.327

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	1472.000
σ	0.000
min	1472.000
max	1472.000

*mean*	26.288
σ	0.018
min	26.272
max	26.312