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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.617-54.054=0.562
σ	0.351-0.370=-0.019
min	54.480-53.909=0.571
max	55.616-55.108=0.508

*mean*	417.000-415.000=2.000
σ	0.000
min	417.000-415.000=2.000
max	417.000-415.000=2.000

*mean*	0.141-0.140=0.001
σ	0.004-0.005=-0.001
min	0.137-0.132=0.006
max	0.148-0.147=0.001

cache=y

dps=1

iters=10

policies=100

*mean*	43.785-43.393=0.393
σ	0.005-0.007=-0.002
min	43.778-43.384=0.394
max	43.797-43.407=0.390

*mean*	417.000-415.000=2.000
σ	0.000
min	417.000-415.000=2.000
max	417.000-415.000=2.000

*mean*	0.122-0.121=0.001
σ	0.005-0.004=0.001
min	0.117-0.115=0.001
max	0.131-0.130=0.001

CSV - indexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on indexed

*mean*	36.618
σ	0.003
min	36.615
max	36.623

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	12.760
σ	1.742
min	11.839
max	16.980

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.616
max	36.619

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	12.242
σ	2.202
min	11.110
max	17.562

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*	13.767
σ	1.173
min	12.308
max	15.317

op=table_records(), repeat

*mean*	41.928
σ	0.002
min	41.927
max	41.932

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	11.999
σ	1.982
min	9.992
max	15.135

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

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	8.706
σ	1.171
min	7.829
max	11.505

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

*mean*	26.400
σ	0.002
min	26.399
max	26.403

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	6.526
σ	1.168
min	5.787
max	9.374

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.664
max	25.670

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	5.588
σ	0.583
min	5.099
max	6.934

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	5.195
σ	0.572
min	4.716
max	6.517

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*	1106.087
σ	169.576
min	1040.152
max	1525.658

op=load_product(), with indexes

*mean*	8744.559
σ	0.033
min	8744.544
max	8744.641

*mean*	3791.375
σ	1610.309
min	1984.000
max	5953.000

*mean*	4655.295
σ	1479.609
min	3540.960
max	7039.120

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on unindexed, dense

*mean*	62.078
σ	0.002
min	62.075
max	62.080

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	83.713
σ	12.712
min	69.068
max	104.720

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*	233.445
σ	374.864
min	89.191
max	1160.996

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.000
min	66.685
max	66.686

*mean*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	150.430
σ	13.786
min	132.158
max	169.614

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*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	6430.850
σ	1141.046
min	4954.368
max	8353.089

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*	5562.530
σ	1297.039
min	4429.761
max	7421.386

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.583
σ	0.025
min	172.558
max	172.625

*mean*	1984.000
σ	0.000
min	1984.000
max	1984.000

*mean*	366.525
σ	23.389
min	340.762
max	398.240

op=pointedIndexFromKvs

rows=400000

*mean*	357.364
σ	0.042
min	357.321
max	357.408

*mean*	1984.000
σ	0.000
min	1984.000
max	1984.000

*mean*	729.512
σ	76.289
min	602.890
max	796.626

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.188-1007.005=1.183
σ	0.880-1.200=-0.321
min	1007.687-1006.443=1.244
max	1011.834-1012.039=-0.205

*mean*	1038.800-1050.200=-11.400
σ	296.897-309.011=-12.114
min	547.000-574.000=-27.000
max	1439.000-1647.000=-208.000

*mean*	1.575-1.557=0.018
σ	0.131-0.080=0.050
min	1.483-1.481=0.002
max	2.057-1.777=0.280

Parser: Comma Sep

Factor

allocated MiB

peak allocated MiB

time (ms)

name=ambiguous_item.art

*mean*	0.883-0.883=-0.000
σ	0.002-0.003=-0.000
min	0.881-0.882=-0.000
max	0.886-0.887=-0.001

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	0.416-0.419=-0.003
σ	0.127-0.137=-0.010
min	0.333-0.332=0.001
max	0.641-0.661=-0.021

name=error_case.art

*mean*	2.333-2.339=-0.006
σ	0.003-0.002=0.000
min	2.332-2.337=-0.005
max	2.337-2.342=-0.005

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	0.889-0.865=0.024
σ	0.090-0.099=-0.009
min	0.831-0.802=0.029
max	1.045-1.039=0.005

name=heavy_item.art

*mean*	1.521-1.524=-0.002
σ	0.002
min	1.520-1.522=-0.002
max	1.524-1.526=-0.002

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	0.546-0.522=0.024
σ	0.050-0.050=0.000
min	0.517-0.486=0.031
max	0.636-0.607=0.029

name=nested_use.art

*mean*	2.355-2.361=-0.005
σ	0.002
min	2.355-2.360=-0.005
max	2.358-2.364=-0.005

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	0.847-0.838=0.009
σ	0.041-0.040=0.001
min	0.818-0.795=0.023
max	0.919-0.901=0.018

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.543-964.839=-1.297
σ	0.030-0.035=-0.004
min	963.523-964.811=-1.288
max	963.596-964.897=-1.301

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	0.808-0.842=-0.034
σ	0.036-0.031=0.005
min	0.760-0.788=-0.029
max	0.858-0.865=-0.008

name=cdr_enhanced_4k_loc.art

*mean*	884.854-885.512=-0.658
σ	0.006-0.007=-0.002
min	884.847-885.504=-0.657
max	884.862-885.523=-0.661

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	0.708-0.726=-0.018
σ	0.040-0.030=0.010
min	0.672-0.675=-0.003
max	0.753-0.753=-0.001

Parser: Record Parsing

Factor

allocated MiB

peak allocated MiB

time (ms)

name=record_render_large_success.art

*mean*	7.706-7.716=-0.010
σ	0.002-0.002=-0.000
min	7.705-7.715=-0.010
max	7.709-7.720=-0.011

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	4.229-4.208=0.021
σ	0.120-0.090=0.030
min	4.105-4.046=0.059
max	5.140-4.575=0.565

name=record_render_large_syntax_err.art

*mean*	7.655-7.665=-0.010
σ	0.002
min	7.654-7.664=-0.010
max	7.658-7.668=-0.010

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	4.211-4.215=-0.004
σ	0.063-0.092=-0.030
min	4.086-4.030=0.056
max	4.400-4.599=-0.199

name=record_render_success.art

*mean*	2.288-2.291=-0.003
σ	0.002
min	2.287-2.290=-0.003
max	2.291-2.294=-0.003

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	0.754-0.739=0.015
σ	0.016-0.018=-0.002
min	0.721-0.700=0.021
max	0.849-0.848=0.001

name=record_render_syntax_err.art

*mean*	2.163-2.166=-0.002
σ	0.002
min	2.163-2.165=-0.002
max	2.166-2.169=-0.002

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	0.713-0.694=0.019
σ	0.014-0.016=-0.003
min	0.684-0.665=0.020
max	0.781-0.785=-0.004

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.406-296.833=0.573
σ	0.204-0.221=-0.017
min	297.207-296.701=0.506
max	297.891-297.428=0.463

*mean*	1984.000-1902.000=82.000
σ	0.000
min	1984.000-1902.000=82.000
max	1984.000-1902.000=82.000

*mean*	0.566-0.587=-0.021
σ	0.034-0.054=-0.020
min	0.508-0.509=-0.001
max	0.593-0.702=-0.109

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.760-286.820=2.940
σ	0.044-0.037=0.007
min	289.722-286.770=2.952
max	289.811-286.857=2.953

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	0.404-0.393=0.011
σ	0.011-0.006=0.004
min	0.394-0.386=0.008
max	0.420-0.400=0.020

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.691-1297.271=2.420
σ	0.092-0.091=0.001
min	1299.581-1297.158=2.423
max	1299.819-1297.397=2.422

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	2.275-2.269=0.006
σ	0.094-0.159=-0.065
min	2.150-2.139=0.011
max	2.349-2.544=-0.195

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.665-1541.344=1.321
σ	4.004-6.841=-2.837
min	1540.705-1538.091=2.614
max	1549.822-1553.578=-3.755

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	2.308-2.242=0.065
σ	0.129-0.170=-0.041
min	2.177-2.130=0.047
max	2.481-2.544=-0.063

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.628-1859.119=2.509
σ	0.064-0.066=-0.002
min	1861.541-1859.030=2.510
max	1861.706-1859.196=2.510

*mean*	1771.000-1777.400=-6.400
σ	224.690-125.801=98.889
min	1475.000-1647.000=-172.000
max	1984.000-1902.000=82.000

*mean*	3.242-3.123=0.119
σ	0.343-0.285=0.058
min	2.875-2.833=0.042
max	3.667-3.550=0.117

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.788-1.194=0.594
σ	0.160-0.318=-0.159
min	1.509-0.930=0.579
max	1.906-1.612=0.294

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.185-448.822=-2.637
σ	577.140-581.372=-4.232
min	157.612-158.134=-0.522
max	1311.895-1320.879=-8.984

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	0.534-0.562=-0.028
σ	0.539-0.598=-0.059
min	0.261-0.261=0.000
max	1.342-1.459=-0.116

policies=20

*mean*	1576.434-1581.629=-5.195
σ	0.372-0.360=0.012
min	1576.188-1581.386=-5.197
max	1576.987-1582.163=-5.176

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	2.666-2.638=0.028
σ	0.068-0.014=0.054
min	2.624-2.630=-0.006
max	2.768-2.659=0.109

policies=200

*mean*	15772.285-15824.126=-51.841
σ	0.044-0.166=-0.123
min	15772.247-15824.024=-51.777
max	15772.327-15824.373=-52.046

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	1439.000-1647.000=-208.000
σ	0.000
min	1439.000-1647.000=-208.000
max	1439.000-1647.000=-208.000

*mean*	26.502-26.630=-0.127
σ	0.034-0.038=-0.004
min	26.464-26.603=-0.139
max	26.546-26.686=-0.140