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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	0.350
min	54.487
max	55.613

*mean*	422.000
σ	0.000
min	422.000
max	422.000

*mean*	0.141
σ	0.009
min	0.131
max	0.159

cache=y

dps=1

iters=10

policies=100

*mean*	43.787
σ	0.009
min	43.775
max	43.804

*mean*	422.000
σ	0.000
min	422.000
max	422.000

*mean*	0.125
σ	0.007
min	0.120
max	0.144

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*	4271.500
σ	1875.122
min	1990.000
max	7542.000

*mean*	12.885
σ	1.673
min	11.944
max	16.973

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.616
max	36.619

*mean*	4271.500
σ	1875.122
min	1990.000
max	7542.000

*mean*	13.343
σ	1.625
min	12.531
max	17.344

op=table_records(), no indexes

*mean*	41.928
σ	0.001
min	41.928
max	41.929

*mean*	7542.000
σ	0.000
min	7542.000
max	7542.000

*mean*	13.618
σ	0.992
min	12.491
max	14.683

op=table_records(), repeat

*mean*	41.929
σ	0.002
min	41.927
max	41.932

*mean*	4271.500
σ	1875.122
min	1990.000
max	7542.000

*mean*	12.401
σ	2.205
min	10.289
max	15.161

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

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4271.500
σ	1875.122
min	1990.000
max	7542.000

*mean*	8.817
σ	1.298
min	7.873
max	11.922

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

*mean*	26.400
σ	0.002
min	26.399
max	26.403

*mean*	4271.500
σ	1875.122
min	1990.000
max	7542.000

*mean*	6.684
σ	1.119
min	6.004
max	9.403

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.665
max	25.669

*mean*	4271.500
σ	1875.122
min	1990.000
max	7542.000

*mean*	5.639
σ	0.536
min	5.233
max	6.942

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4271.500
σ	1875.122
min	1990.000
max	7542.000

*mean*	5.409
σ	0.534
min	5.066
max	6.704

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*	7542.000
σ	0.000
min	7542.000
max	7542.000

*mean*	1106.450
σ	159.785
min	1043.068
max	1501.606

op=load_product(), with indexes

*mean*	8744.558
σ	0.033
min	8744.544
max	8744.639

*mean*	3794.750
σ	1606.742
min	1990.000
max	5949.000

*mean*	4649.167
σ	1504.717
min	3557.034
max	7361.410

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*	4271.500
σ	1875.122
min	1990.000
max	7542.000

*mean*	88.702
σ	13.429
min	76.363
max	117.417

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944
σ	0.001
min	40.944
max	40.945

*mean*	7542.000
σ	0.000
min	7542.000
max	7542.000

*mean*	237.522
σ	386.855
min	85.718
max	1194.766

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.001
min	66.685
max	66.689

*mean*	7542.000
σ	0.000
min	7542.000
max	7542.000

*mean*	148.441
σ	16.114
min	120.791
max	165.812

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

op=table_records()

*mean*	11656.834
σ	4.318
min	11655.305
max	11667.521

*mean*	4271.500
σ	1875.122
min	1990.000
max	7542.000

*mean*	6553.247
σ	1297.635
min	4985.947
max	8270.335

op=vertical_lookup_list() on indexed

*mean*	11560.068
σ	0.001
min	11560.066
max	11560.069

*mean*	7542.000
σ	0.000
min	7542.000
max	7542.000

*mean*	5482.501
σ	1343.777
min	4411.811
max	7267.779

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.582
σ	0.026
min	172.558
max	172.624

*mean*	1990.000
σ	0.000
min	1990.000
max	1990.000

*mean*	350.621
σ	35.790
min	274.307
max	403.568

op=pointedIndexFromKvs

rows=400000

*mean*	357.362
σ	0.043
min	357.321
max	357.405

*mean*	1990.000
σ	0.000
min	1990.000
max	1990.000

*mean*	763.268
σ	64.684
min	611.603
max	809.514

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.182
σ	0.927
min	1007.716
max	1012.041

*mean*	1058.450
σ	316.802
min	581.000
max	1528.000

*mean*	1.552
σ	0.111
min	1.452
max	1.905

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*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	0.439
σ	0.132
min	0.340
max	0.656

name=error_case.art

*mean*	2.333
σ	0.003
min	2.332
max	2.337

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	0.901
σ	0.102
min	0.837
max	1.082

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	0.548
σ	0.041
min	0.515
max	0.620

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	0.840
σ	0.050
min	0.799
max	0.919

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.550
σ	0.035
min	963.523
max	963.611

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	0.828
σ	0.030
min	0.790
max	0.859

name=cdr_enhanced_4k_loc.art

*mean*	884.853
σ	0.006
min	884.847
max	884.861

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	0.743
σ	0.006
min	0.735
max	0.750

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*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	3.559
σ	0.086
min	3.410
max	3.882

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	3.557
σ	0.059
min	3.440
max	3.795

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	0.761
σ	0.017
min	0.728
max	0.876

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	0.717
σ	0.019
min	0.627
max	0.798

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.427
σ	0.253
min	297.198
max	298.107

*mean*	1990.000
σ	0.000
min	1990.000
max	1990.000

*mean*	0.579
σ	0.029
min	0.526
max	0.616

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.773
σ	0.035
min	289.726
max	289.810

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	0.396
σ	0.006
min	0.393
max	0.406

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.662
σ	0.070
min	1299.584
max	1299.732

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	2.097
σ	0.072
min	2.007
max	2.177

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.589
σ	4.031
min	1540.556
max	1549.790

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	2.191
σ	0.158
min	1.974
max	2.375

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.628
σ	0.078
min	1861.507
max	1861.704

*mean*	1785.600
σ	210.469
min	1528.000
max	1990.000

*mean*	3.270
σ	0.381
min	2.861
max	3.681

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.595
σ	0.344
min	1.017
max	1.861

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.183
σ	577.140
min	157.610
max	1311.894

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	0.541
σ	0.558
min	0.261
max	1.378

policies=20

*mean*	1576.404
σ	0.353
min	1576.171
max	1576.930

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	2.629
σ	0.035
min	2.587
max	2.673

policies=200

*mean*	15772.305
σ	0.137
min	15772.115
max	15772.442

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	1528.000
σ	0.000
min	1528.000
max	1528.000

*mean*	26.416
σ	0.046
min	26.363
max	26.474