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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.580-54.575=0.006
σ	0.341-0.349=-0.008
min	54.451-54.443=0.008
max	55.550-55.567=-0.016

*mean*	418.000-417.000=1.000
σ	0.000
min	418.000-417.000=1.000
max	418.000-417.000=1.000

*mean*	0.141-0.138=0.003
σ	0.006-0.006=-0.000
min	0.136-0.131=0.005
max	0.152-0.148=0.004

cache=y

dps=1

iters=10

policies=100

*mean*	43.704-43.706=-0.002
σ	0.006-0.007=-0.001
min	43.694-43.695=-0.001
max	43.710-43.719=-0.009

*mean*	418.000-417.000=1.000
σ	0.000
min	418.000-417.000=1.000
max	418.000-417.000=1.000

*mean*	0.120-0.123=-0.003
σ	0.006-0.005=0.001
min	0.115-0.116=-0.001
max	0.131-0.132=-0.001

CSV - indexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on indexed

*mean*	36.618-36.618=0.000
σ	0.002-0.002=-0.000
min	36.615-36.616=-0.000
max	36.620-36.620=-0.000

*mean*	4147.500-4149.625=-2.125
σ	1890.836-1896.697=-5.861
min	1554.000-1552.000=2.000
max	7273.000-7290.000=-17.000

*mean*	12.876-12.732=0.145
σ	0.458-0.257=0.201
min	12.332-12.316=0.016
max	13.628-13.045=0.584

op=column_set() on indexed, repeat

*mean*	36.617-36.617=-0.000
σ	0.002-0.002=-0.000
min	36.616-36.615=0.000
max	36.619-36.620=-0.000

*mean*	4147.500-4149.625=-2.125
σ	1890.836-1896.697=-5.861
min	1554.000-1552.000=2.000
max	7273.000-7290.000=-17.000

*mean*	12.871-12.508=0.364
σ	0.556-0.603=-0.048
min	11.904-11.481=0.424
max	13.419-13.248=0.171

op=table_records(), no indexes

*mean*	41.932-41.932=-0.000
σ	0.001-0.001=0.000
min	41.928-41.929=-0.001
max	41.933-41.933=0.000

*mean*	7273.000-7290.000=-17.000
σ	0.000
min	7273.000-7290.000=-17.000
max	7273.000-7290.000=-17.000

*mean*	15.407-15.485=-0.078
σ	0.312-0.366=-0.054
min	14.745-14.709=0.037
max	15.746-15.856=-0.110

op=table_records(), repeat

*mean*	41.928-41.928=0.000
σ	0.002-0.002=0.000
min	41.927
max	41.932-41.931=0.001

*mean*	4147.500-4149.625=-2.125
σ	1890.836-1896.697=-5.861
min	1554.000-1552.000=2.000
max	7273.000-7290.000=-17.000

*mean*	13.463-13.096=0.368
σ	1.581-1.838=-0.257
min	11.510-11.138=0.371
max	15.397-15.377=0.020

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

*mean*	27.653-27.653=-0.000
σ	0.136-0.136=-0.000
min	27.603
max	27.990-27.990=-0.000

*mean*	4147.500-4149.625=-2.125
σ	1890.836-1896.697=-5.861
min	1554.000-1552.000=2.000
max	7273.000-7290.000=-17.000

*mean*	8.929-9.229=-0.299
σ	0.372-0.475=-0.103
min	8.297-8.568=-0.270
max	9.479-9.793=-0.314

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

*mean*	26.400-26.400=0.000
σ	0.002-0.002=0.000
min	26.399-26.399=0.000
max	26.403

*mean*	4147.500-4149.625=-2.125
σ	1890.836-1896.697=-5.861
min	1554.000-1552.000=2.000
max	7273.000-7290.000=-17.000

*mean*	6.765-6.554=0.211
σ	0.232-0.334=-0.102
min	6.419-5.963=0.456
max	7.134-6.966=0.168

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002-0.002=-0.000
min	25.665-25.665=0.000
max	25.668

*mean*	4147.500-4149.625=-2.125
σ	1890.836-1896.697=-5.861
min	1554.000-1552.000=2.000
max	7273.000-7290.000=-17.000

*mean*	6.150-6.069=0.081
σ	0.205-0.213=-0.008
min	5.735-5.768=-0.033
max	6.362-6.401=-0.039

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968-25.968=0.000
σ	0.002-0.002=0.000
min	25.967
max	25.972

*mean*	4147.500-4149.625=-2.125
σ	1890.836-1896.697=-5.861
min	1554.000-1552.000=2.000
max	7273.000-7290.000=-17.000

*mean*	5.835-5.749=0.086
σ	0.067-0.226=-0.159
min	5.726-5.438=0.287
max	5.946-6.012=-0.066

CSV - loading a lazy table

Factor

allocated MiB

peak allocated MiB

time (ms)

op=load_product(), no indexes

*mean*	2524.606-2524.606=0.000
σ	0.000-0.000=0.000
min	2524.606-2524.605=0.000
max	2524.606-2524.606=0.000

*mean*	7273.000-7290.000=-17.000
σ	0.000
min	7273.000-7290.000=-17.000
max	7273.000-7290.000=-17.000

*mean*	1524.507-1335.091=189.416
σ	771.362-604.639=166.723
min	1040.096-1033.938=6.158
max	3176.521-2791.194=385.327

op=load_product(), with indexes

*mean*	8744.721-8744.722=-0.001
σ	0.469-0.469=-0.000
min	8744.553-8744.553=0.000
max	8745.882-8745.883=-0.001

*mean*	3569.375-3572.625=-3.250
σ	1789.167-1793.779=-4.612
min	1046.000-1047.000=-1.000
max	5775.000-5791.000=-16.000

*mean*	4738.056-5040.409=-302.353
σ	1552.005-1665.686=-113.680
min	3533.519-3506.098=27.421
max	7160.475-7261.491=-101.016

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on unindexed, dense

*mean*	62.078-62.078=0.000
σ	0.002-0.002=-0.000
min	62.076-62.076=0.000
max	62.081-62.080=0.000

*mean*	4147.500-4149.625=-2.125
σ	1890.836-1896.697=-5.861
min	1554.000-1552.000=2.000
max	7273.000-7290.000=-17.000

*mean*	83.975-84.111=-0.136
σ	13.726-10.578=3.148
min	70.323-70.799=-0.477
max	101.704-99.314=2.390

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944-40.944=-0.000
σ	0.001-0.001=0.000
min	40.944-40.944=-0.000
max	40.945

*mean*	7273.000-7290.000=-17.000
σ	0.000
min	7273.000-7290.000=-17.000
max	7273.000-7290.000=-17.000

*mean*	107.404-107.285=0.118
σ	3.559-4.086=-0.527
min	103.026-98.112=4.914
max	112.670-109.992=2.678

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686-66.686=-0.000
σ	0.000-0.000=-0.000
min	66.685
max	66.687-66.687=-0.000

*mean*	7273.000-7290.000=-17.000
σ	0.000
min	7273.000-7290.000=-17.000
max	7273.000-7290.000=-17.000

*mean*	164.069-164.229=-0.160
σ	4.836-8.864=-4.028
min	153.335-143.849=9.486
max	167.779-170.260=-2.481

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

op=table_records()

*mean*	11656.836-11656.836=0.000
σ	4.324-4.324=0.000
min	11655.305
max	11667.538-11667.537=0.001

*mean*	4147.500-4149.625=-2.125
σ	1890.836-1896.697=-5.861
min	1554.000-1552.000=2.000
max	7273.000-7290.000=-17.000

*mean*	6263.055-6325.082=-62.028
σ	894.872-1177.293=-282.421
min	4941.006-4881.249=59.757
max	7487.161-7900.242=-413.081

op=vertical_lookup_list() on indexed

*mean*	11560.065-11560.065=0.000
σ	0.001-0.001=0.000
min	11560.064
max	11560.066

*mean*	7273.000-7290.000=-17.000
σ	0.000
min	7273.000-7290.000=-17.000
max	7273.000-7290.000=-17.000

*mean*	5965.969-5118.083=847.886
σ	1613.816-1213.303=400.513
min	4416.973-4399.571=17.403
max	7811.108-7567.563=243.546

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.559
σ	0.001
min	172.558
max	172.562

*mean*	477.000
σ	0.000
min	477.000
max	477.000

*mean*	378.375-377.757=0.619
σ	28.517-18.256=10.262
min	308.664-347.410=-38.746
max	396.137-392.502=3.635

op=pointedIndexFromKvs

rows=400000

*mean*	357.322
σ	0.001
min	357.321
max	357.325

*mean*	561.000-560.000=1.000
σ	0.000
min	561.000-560.000=1.000
max	561.000-560.000=1.000

*mean*	735.875-760.213=-24.338
σ	60.700-43.946=16.754
min	635.814-660.788=-24.974
max	799.530-801.183=-1.653

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.499-1008.502=-0.003
σ	0.759-0.760=-0.001
min	1008.028-1008.025=0.003
max	1011.637-1011.641=-0.004

*mean*	1047.250-1054.650=-7.400
σ	313.304-309.709=3.595
min	573.000-561.000=12.000
max	1510.000-1467.000=43.000

*mean*	1.545-1.515=0.030
σ	0.088-0.063=0.024
min	1.418-1.463=-0.045
max	1.760-1.733=0.027

Parser: Comma Sep

Factor

allocated MiB

peak allocated MiB

time (ms)

name=ambiguous_item.art

*mean*	0.913
σ	0.020
min	0.903
max	0.949

*mean*	402.000
σ	0.000
min	402.000
max	402.000

*mean*	0.321-0.457=-0.136
σ	0.288-0.487=-0.199
min	0.138-0.154=-0.016
max	0.800-1.306=-0.506

name=error_case.art

*mean*	2.339
σ	0.012
min	2.333
max	2.361

*mean*	402.000
σ	0.000
min	402.000
max	402.000

*mean*	0.465-0.474=-0.009
σ	0.305-0.322=-0.016
min	0.318-0.317=0.001
max	1.012-1.050=-0.038

name=heavy_item.art

*mean*	1.522
σ	0.002
min	1.521
max	1.525

*mean*	402.000
σ	0.000
min	402.000
max	402.000

*mean*	0.220-0.221=-0.001
σ	0.025-0.019=0.006
min	0.197-0.205=-0.009
max	0.262-0.253=0.008

name=nested_use.art

*mean*	2.357
σ	0.002
min	2.356
max	2.360

*mean*	402.000
σ	0.000
min	402.000
max	402.000

*mean*	0.335-0.336=-0.001
σ	0.018-0.018=0.001
min	0.324-0.319=0.005
max	0.368-0.365=0.003

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	964.741
σ	0.011
min	964.736
max	964.760

*mean*	435.600-436.600=-1.000
σ	5.079-6.066=-0.987
min	431.000
max	441.000-443.000=-2.000

*mean*	0.569-0.526=0.042
σ	0.028-0.050=-0.021
min	0.521-0.479=0.043
max	0.592-0.607=-0.014

name=cdr_enhanced_4k_loc.art

*mean*	885.814
σ	0.002
min	885.812
max	885.816

*mean*	441.000-443.000=-2.000
σ	0.000
min	441.000-443.000=-2.000
max	441.000-443.000=-2.000

*mean*	0.408-0.462=-0.054
σ	0.027-0.047=-0.020
min	0.372-0.394=-0.022
max	0.444-0.524=-0.079

Parser: Record Parsing

Factor

allocated MiB

peak allocated MiB

time (ms)

name=record_render_large_success.art

*mean*	7.708
σ	0.002
min	7.707
max	7.711

*mean*	441.000-443.000=-2.000
σ	0.000
min	441.000-443.000=-2.000
max	441.000-443.000=-2.000

*mean*	1.952-2.605=-0.653
σ	0.075-0.082=-0.007
min	1.844-2.462=-0.618
max	2.323-2.893=-0.570

name=record_render_large_syntax_err.art

*mean*	7.656
σ	0.002
min	7.655
max	7.659

*mean*	441.000-443.000=-2.000
σ	0.000
min	441.000-443.000=-2.000
max	441.000-443.000=-2.000

*mean*	2.058-2.583=-0.525
σ	0.278-0.086=0.193
min	1.826-2.461=-0.635
max	3.296-3.069=0.227

name=record_render_success.art

*mean*	2.289
σ	0.002
min	2.288
max	2.292

*mean*	441.000-443.000=-2.000
σ	0.000
min	441.000-443.000=-2.000
max	441.000-443.000=-2.000

*mean*	0.320-0.303=0.016
σ	0.028-0.010=0.018
min	0.293-0.288=0.005
max	0.514-0.373=0.140

name=record_render_syntax_err.art

*mean*	2.165
σ	0.002
min	2.164
max	2.168

*mean*	441.000-443.000=-2.000
σ	0.000
min	441.000-443.000=-2.000
max	441.000-443.000=-2.000

*mean*	0.310-0.295=0.015
σ	0.066-0.047=0.019
min	0.282-0.273=0.009
max	0.721-0.753=-0.032

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	298.078-297.956=0.122
σ	1.047-1.000=0.047
min	297.698-297.583=0.115
max	301.058-300.799=0.259

*mean*	444.700-442.900=1.800
σ	17.820-18.640=-0.819
min	417.000-416.000=1.000
max	471.000-467.000=4.000

*mean*	0.613-0.617=-0.005
σ	0.011-0.012=-0.002
min	0.597-0.600=-0.003
max	0.629-0.636=-0.007

Timed compile per phase

Factor

allocated MiB

peak allocated MiB

time (ms)

phase=buildDeclTree

*mean*	222.008-222.008=-0.000
σ	0.000
min	222.008-222.008=-0.000
max	222.008-222.008=-0.000

*mean*	1754.000-1744.000=10.000
σ	0.000
min	1754.000-1744.000=10.000
max	1754.000-1744.000=10.000

*mean*	207.063-215.517=-8.454
σ	1.512-22.520=-21.008
min	204.935-205.092=-0.157
max	208.954-270.978=-62.024

phase=macro expansion

*mean*	6.130
σ	0.000
min	6.130
max	6.130

*mean*	1754.000-1744.000=10.000
σ	0.000
min	1754.000-1744.000=10.000
max	1754.000-1744.000=10.000

*mean*	11.310-10.732=0.579
σ	1.427-1.539=-0.112
min	9.507-9.362=0.145
max	12.653-12.609=0.044

phase=parser

*mean*	1042.101-1042.099=0.002
σ	0.000-0.000=0.000
min	1042.100-1042.098=0.002
max	1042.101-1042.099=0.002

*mean*	1754.000-1744.000=10.000
σ	0.000
min	1754.000-1744.000=10.000
max	1754.000-1744.000=10.000

*mean*	722.521-660.536=61.985
σ	63.277-63.350=-0.073
min	597.374-572.848=24.526
max	832.038-728.305=103.733

phase=processProdDef

*mean*	6169.660-6169.656=0.004
σ	0.001-0.001=-0.000
min	6169.659-6169.655=0.003
max	6169.660-6169.657=0.003

*mean*	1754.000-1744.000=10.000
σ	0.000
min	1754.000-1744.000=10.000
max	1754.000-1744.000=10.000

*mean*	5561.810-5593.148=-31.338
σ	1268.978-1484.733=-215.756
min	3883.278-3461.004=422.275
max	7043.030-7323.249=-280.218

phase=renaming

*mean*	21.667
σ	0.000
min	21.667
max	21.667

*mean*	1754.000-1744.000=10.000
σ	0.000
min	1754.000-1744.000=10.000
max	1754.000-1744.000=10.000

*mean*	40.347-43.382=-3.035
σ	8.062-5.415=2.647
min	29.649-34.184=-4.534
max	48.035-49.716=-1.681

phase=type checker

*mean*	958.461-958.457=0.004
σ	0.066
min	958.363-958.360=0.004
max	958.551-958.547=0.004

*mean*	1754.000-1744.000=10.000
σ	0.000
min	1754.000-1744.000=10.000
max	1754.000-1744.000=10.000

*mean*	737.256-795.471=-58.215
σ	79.763-85.665=-5.902
min	636.660-660.556=-23.896
max	869.637-881.200=-11.563

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	293.686-293.689=-0.004
σ	0.040-0.041=-0.001
min	293.632-293.631=0.001
max	293.726-293.732=-0.006

*mean*	445.000
σ	0.000
min	445.000
max	445.000

*mean*	0.400-0.404=-0.004
σ	0.002-0.009=-0.007
min	0.399-0.397=0.002
max	0.403-0.419=-0.016

iters=5

new-facts=1

prior-facts=6402

*mean*	1303.788-1303.777=0.011
σ	0.042-0.085=-0.043
min	1303.744-1303.648=0.096
max	1303.844-1303.856=-0.012

*mean*	1063.200-1099.200=-36.000
σ	168.433-190.985=-22.552
min	841.000-837.000=4.000
max	1274.000-1329.000=-55.000

*mean*	2.023-2.124=-0.101
σ	0.186-0.334=-0.147
min	1.819-1.813=0.006
max	2.203-2.613=-0.410

iters=5

new-facts=6402

prior-facts=1

*mean*	1546.817-1546.814=0.002
σ	4.033-4.045=-0.012
min	1544.795-1544.806=-0.011
max	1554.025-1554.044=-0.019

*mean*	612.600-618.000=-5.400
σ	73.545-80.215=-6.671
min	497.000
max	691.000-712.000=-21.000

*mean*	2.287-2.282=0.005
σ	0.228-0.209=0.019
min	2.135-2.143=-0.008
max	2.687-2.644=0.043

iters=5

new-facts=6402

prior-facts=6402

*mean*	1865.807-1865.781=0.026
σ	0.059-0.068=-0.009
min	1865.747-1865.723=0.024
max	1865.887-1865.892=-0.004

*mean*	1711.800-1729.400=-17.600
σ	249.198-176.452=72.746
min	1419.000-1479.000=-60.000
max	2064.000-1891.000=173.000

*mean*	2.968-3.097=-0.129
σ	0.147-0.353=-0.206
min	2.856-2.892=-0.037
max	3.216-3.725=-0.509

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.820-1.583=0.237
σ	0.112-0.110=0.002
min	1.647-1.388=0.259
max	1.908-1.650=0.258

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	450.090-447.981=2.109
σ	579.265-579.242=0.023
min	160.454-158.357=2.097
max	1318.987-1316.844=2.144

*mean*	102.250-96.250=6.000
σ	8.500
min	98.000-92.000=6.000
max	115.000-109.000=6.000

*mean*	443.000
σ	0.000
min	443.000
max	443.000

*mean*	0.527-0.543=-0.016
σ	0.509-0.547=-0.038
min	0.270-0.268=0.003
max	1.291-1.363=-0.072

policies=20

*mean*	1604.901-1583.923=20.978
σ	0.398-0.360=0.038
min	1604.628-1583.674=20.954
max	1605.490-1584.455=21.035

*mean*	980.000-920.000=60.000
σ	0.000
min	980.000-920.000=60.000
max	980.000-920.000=60.000

*mean*	446.750-444.500=2.250
σ	2.500-1.000=1.500
min	443.000
max	448.000-445.000=3.000

*mean*	2.662-2.654=0.008
σ	0.011-0.007=0.004
min	2.651-2.647=0.004
max	2.674-2.664=0.010

policies=200

*mean*	16057.332-15847.071=210.261
σ	0.085-0.187=-0.103
min	16057.281-15846.965=210.316
max	16057.458-15847.351=210.107

*mean*	9800.000-9200.000=600.000
σ	0.000
min	9800.000-9200.000=600.000
max	9800.000-9200.000=600.000

*mean*	495.250-496.000=-0.750
σ	4.856-5.292=-0.435
min	489.000-491.000=-2.000
max	500.000-503.000=-3.000

*mean*	27.008-26.631=0.378
σ	0.070-0.193=-0.124
min	26.919-26.441=0.478
max	27.065-26.848=0.217