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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	0.351
min	54.482
max	55.614

*mean*	415.000
σ	0.000
min	415.000
max	415.000

*mean*	0.141
σ	0.004
min	0.138
max	0.148

cache=y

dps=1

iters=10

policies=100

*mean*	43.785
σ	0.007
min	43.778
max	43.803

*mean*	415.000
σ	0.000
min	415.000
max	415.000

*mean*	0.123
σ	0.004
min	0.119
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	36.616
max	36.620

*mean*	4264.250
σ	1881.689
min	1980.000
max	7554.000

*mean*	12.418
σ	0.325
min	11.911
max	12.872

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.615
max	36.619

*mean*	4264.250
σ	1881.689
min	1980.000
max	7554.000

*mean*	12.155
σ	0.712
min	11.200
max	13.137

op=table_records(), no indexes

*mean*	41.928
σ	0.000
min	41.928
max	41.929

*mean*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	13.786
σ	1.103
min	12.418
max	15.351

op=table_records(), repeat

*mean*	41.928
σ	0.002
min	41.927
max	41.931

*mean*	4264.250
σ	1881.689
min	1980.000
max	7554.000

*mean*	11.480
σ	1.425
min	9.999
max	13.584

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

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4264.250
σ	1881.689
min	1980.000
max	7554.000

*mean*	8.233
σ	0.380
min	7.672
max	8.723

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

*mean*	26.401
σ	0.002
min	26.399
max	26.403

*mean*	4264.250
σ	1881.689
min	1980.000
max	7554.000

*mean*	6.319
σ	0.287
min	5.724
max	6.626

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.665
max	25.670

*mean*	4264.250
σ	1881.689
min	1980.000
max	7554.000

*mean*	5.392
σ	0.140
min	5.131
max	5.574

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4264.250
σ	1881.689
min	1980.000
max	7554.000

*mean*	5.235
σ	0.109
min	5.041
max	5.361

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*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	1056.196
σ	7.960
min	1049.617
max	1074.040

op=load_product(), with indexes

*mean*	8744.558
σ	0.033
min	8744.545
max	8744.640

*mean*	3785.625
σ	1609.980
min	1980.000
max	5947.000

*mean*	4777.785
σ	1459.423
min	3525.532
max	7066.017

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*	4264.250
σ	1881.689
min	1980.000
max	7554.000

*mean*	81.000
σ	8.674
min	70.773
max	93.578

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944
σ	0.001
min	40.944
max	40.945

*mean*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	241.074
σ	400.122
min	88.826
max	1231.167

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.000
min	66.685
max	66.687

*mean*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	153.695
σ	12.046
min	141.055
max	168.456

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

op=table_records()

*mean*	11656.832
σ	4.317
min	11655.305
max	11667.517

*mean*	4264.250
σ	1881.689
min	1980.000
max	7554.000

*mean*	6566.865
σ	1368.204
min	4962.939
max	8266.577

op=vertical_lookup_list() on indexed

*mean*	11560.069
σ	0.002
min	11560.066
max	11560.072

*mean*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	4947.378
σ	753.097
min	4388.193
max	6264.194

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.581
σ	0.028
min	172.558
max	172.630

*mean*	1980.000
σ	0.000
min	1980.000
max	1980.000

*mean*	368.868
σ	26.276
min	345.919
max	412.541

op=pointedIndexFromKvs

rows=400000

*mean*	357.365
σ	0.042
min	357.321
max	357.409

*mean*	1980.000
σ	0.000
min	1980.000
max	1980.000

*mean*	782.041
σ	40.622
min	682.865
max	807.872

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.180
σ	0.946
min	1007.719
max	1012.128

*mean*	1051.400
σ	312.621
min	588.000
max	1513.000

*mean*	1.569
σ	0.141
min	1.462
max	2.070

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*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	0.424
σ	0.126
min	0.358
max	0.648

name=error_case.art

*mean*	2.333
σ	0.003
min	2.332
max	2.337

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	0.878
σ	0.089
min	0.797
max	1.030

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	0.545
σ	0.047
min	0.502
max	0.619

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	0.843
σ	0.041
min	0.822
max	0.917

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.548
σ	0.035
min	963.523
max	963.609

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	0.821
σ	0.061
min	0.722
max	0.869

name=cdr_enhanced_4k_loc.art

*mean*	884.854
σ	0.006
min	884.847
max	884.861

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	0.707
σ	0.080
min	0.564
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*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	4.231
σ	0.105
min	4.099
max	4.886

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	4.221
σ	0.079
min	4.054
max	4.533

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	0.741
σ	0.017
min	0.707
max	0.855

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	0.699
σ	0.013
min	0.672
max	0.755

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.326
σ	0.227
min	297.199
max	297.945

*mean*	1980.000
σ	0.000
min	1980.000
max	1980.000

*mean*	0.538
σ	0.012
min	0.514
max	0.554

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.774
σ	0.040
min	289.718
max	289.818

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	0.401
σ	0.011
min	0.394
max	0.420

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.657
σ	0.068
min	1299.577
max	1299.713

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	2.100
σ	0.070
min	2.010
max	2.164

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.603
σ	4.028
min	1540.581
max	1549.799

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	2.230
σ	0.140
min	2.103
max	2.401

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.625
σ	0.072
min	1861.520
max	1861.706

*mean*	1774.600
σ	211.590
min	1513.000
max	1980.000

*mean*	3.250
σ	0.336
min	2.897
max	3.678

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.645
σ	0.254
min	1.307
max	1.846

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.185
σ	577.140
min	157.613
max	1311.896

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	0.545
σ	0.553
min	0.263
max	1.375

policies=20

*mean*	1576.415
σ	0.334
min	1576.186
max	1576.912

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	2.613
σ	0.008
min	2.608
max	2.624

policies=200

*mean*	15772.314
σ	0.138
min	15772.203
max	15772.493

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	1513.000
σ	0.000
min	1513.000
max	1513.000

*mean*	26.545
σ	0.268
min	26.349
max	26.941