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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.580-54.577=0.004
σ	0.341-0.349=-0.008
min	54.451-54.441=0.010
max	55.550-55.569=-0.019

*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*	0.141-0.140=0.001
σ	0.006-0.005=0.001
min	0.136-0.132=0.004
max	0.152-0.149=0.003

cache=y

dps=1

iters=10

policies=100

*mean*	43.704-43.705=-0.001
σ	0.006-0.006=-0.000
min	43.694-43.696=-0.002
max	43.710-43.716=-0.006

*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*	0.120-0.121=-0.000
σ	0.006-0.005=0.000
min	0.115-0.116=-0.001
max	0.131-0.129=0.002

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
max	36.620-36.619=0.000

*mean*	4147.500-4148.875=-1.375
σ	1890.836-1895.889=-5.053
min	1554.000
max	7273.000-7288.000=-15.000

*mean*	12.876-12.718=0.159
σ	0.458-0.310=0.147
min	12.332-12.339=-0.007
max	13.628-13.307=0.321

op=column_set() on indexed, repeat

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

*mean*	4147.500-4148.875=-1.375
σ	1890.836-1895.889=-5.053
min	1554.000
max	7273.000-7288.000=-15.000

*mean*	12.871-13.148=-0.277
σ	0.556-0.291=0.265
min	11.904-12.554=-0.650
max	13.419-13.565=-0.145

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*	7273.000-7288.000=-15.000
σ	0.000
min	7273.000-7288.000=-15.000
max	7273.000-7288.000=-15.000

*mean*	15.407-15.292=0.114
σ	0.312-0.701=-0.389
min	14.745-13.826=0.920
max	15.746-16.084=-0.338

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*	4147.500-4148.875=-1.375
σ	1890.836-1895.889=-5.053
min	1554.000
max	7273.000-7288.000=-15.000

*mean*	13.463-12.842=0.621
σ	1.581-1.438=0.143
min	11.510-11.290=0.220
max	15.397-15.455=-0.058

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*	4147.500-4148.875=-1.375
σ	1890.836-1895.889=-5.053
min	1554.000
max	7273.000-7288.000=-15.000

*mean*	8.929-8.924=0.006
σ	0.372-0.388=-0.016
min	8.297-8.440=-0.142
max	9.479-9.518=-0.039

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

*mean*	26.400
σ	0.002
min	26.399
max	26.403

*mean*	4147.500-4148.875=-1.375
σ	1890.836-1895.889=-5.053
min	1554.000
max	7273.000-7288.000=-15.000

*mean*	6.765-6.961=-0.196
σ	0.232-0.288=-0.056
min	6.419-6.475=-0.056
max	7.134-7.317=-0.183

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666-25.666=-0.000
σ	0.002-0.002=-0.000
min	25.665-25.664=0.000
max	25.668

*mean*	4147.500-4148.875=-1.375
σ	1890.836-1895.889=-5.053
min	1554.000
max	7273.000-7288.000=-15.000

*mean*	6.150-6.047=0.104
σ	0.205-0.134=0.071
min	5.735-5.766=-0.031
max	6.362-6.229=0.133

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*	4147.500-4148.875=-1.375
σ	1890.836-1895.889=-5.053
min	1554.000
max	7273.000-7288.000=-15.000

*mean*	5.835-5.849=-0.014
σ	0.067-0.128=-0.061
min	5.726-5.684=0.042
max	5.946-6.105=-0.159

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
max	2524.606-2524.606=0.000

*mean*	7273.000-7288.000=-15.000
σ	0.000
min	7273.000-7288.000=-15.000
max	7273.000-7288.000=-15.000

*mean*	1524.507-1100.832=423.675
σ	771.362-150.002=621.360
min	1040.096-1040.070=0.026
max	3176.521-1471.926=1704.595

op=load_product(), with indexes

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

*mean*	3569.375-3570.250=-0.875
σ	1789.167-1794.806=-5.639
min	1046.000-1042.000=4.000
max	5775.000-5789.000=-14.000

*mean*	4738.056-4784.833=-46.776
σ	1552.005-1477.348=74.657
min	3533.519-3538.411=-4.892
max	7160.475-7345.415=-184.940

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

*mean*	4147.500-4148.875=-1.375
σ	1890.836-1895.889=-5.053
min	1554.000
max	7273.000-7288.000=-15.000

*mean*	83.975-82.656=1.318
σ	13.726-11.507=2.219
min	70.323-70.864=-0.541
max	101.704-102.933=-1.229

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	40.945-40.945=0.000

*mean*	7273.000-7288.000=-15.000
σ	0.000
min	7273.000-7288.000=-15.000
max	7273.000-7288.000=-15.000

*mean*	107.404-107.603=-0.199
σ	3.559-6.603=-3.044
min	103.026-93.601=9.425
max	112.670-113.987=-1.317

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*	7273.000-7288.000=-15.000
σ	0.000
min	7273.000-7288.000=-15.000
max	7273.000-7288.000=-15.000

*mean*	164.069-161.343=2.726
σ	4.836-10.754=-5.918
min	153.335-136.359=16.976
max	167.779-168.872=-1.092

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

*mean*	4147.500-4148.875=-1.375
σ	1890.836-1895.889=-5.053
min	1554.000
max	7273.000-7288.000=-15.000

*mean*	6263.055-6816.553=-553.498
σ	894.872-1261.450=-366.578
min	4941.006-4930.179=10.828
max	7487.161-8218.250=-731.089

op=vertical_lookup_list() on indexed

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

*mean*	7273.000-7288.000=-15.000
σ	0.000
min	7273.000-7288.000=-15.000
max	7273.000-7288.000=-15.000

*mean*	5965.969-5656.198=309.771
σ	1613.816-1337.442=276.374
min	4416.973-4411.834=5.139
max	7811.108-7680.530=130.579

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*	477.000-478.000=-1.000
σ	0.000
min	477.000-478.000=-1.000
max	477.000-478.000=-1.000

*mean*	378.375-373.851=4.524
σ	28.517-20.398=8.120
min	308.664-342.628=-33.964
max	396.137-392.425=3.712

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*	735.875-760.827=-24.952
σ	60.700-55.174=5.526
min	635.814-627.541=8.272
max	799.530-795.946=3.584

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.499-1008.500=-0.000
σ	0.759-0.759=-0.000
min	1008.028-1008.026=0.002
max	1011.637-1011.637=0.000

*mean*	1047.250-1043.950=3.300
σ	313.304-300.165=13.139
min	573.000-561.000=12.000
max	1510.000-1447.000=63.000

*mean*	1.545-1.512=0.032
σ	0.088-0.087=0.001
min	1.418-1.369=0.049
max	1.760-1.745=0.015

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*	0.321-0.393=-0.073
σ	0.288-0.492=-0.205
min	0.138-0.151=-0.012
max	0.800-1.271=-0.471

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*	0.465-0.479=-0.014
σ	0.305-0.323=-0.018
min	0.318-0.327=-0.009
max	1.012-1.057=-0.046

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*	0.220-0.223=-0.003
σ	0.025-0.027=-0.001
min	0.197-0.206=-0.010
max	0.262-0.269=-0.007

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*	0.335-0.335=0.000
σ	0.018-0.018=0.000
min	0.324-0.315=0.009
max	0.368-0.364=0.004

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*	435.600-435.000=0.600
σ	5.079-4.637=0.443
min	431.000
max	441.000-440.000=1.000

*mean*	0.569-0.542=0.027
σ	0.028-0.049=-0.020
min	0.521-0.477=0.044
max	0.592-0.590=0.002

name=cdr_enhanced_4k_loc.art

*mean*	885.814
σ	0.002
min	885.812
max	885.816

*mean*	441.000-440.000=1.000
σ	0.000
min	441.000-440.000=1.000
max	441.000-440.000=1.000

*mean*	0.408-0.474=-0.067
σ	0.027-0.036=-0.008
min	0.372-0.421=-0.049
max	0.444-0.514=-0.069

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*	441.000-440.000=1.000
σ	0.000
min	441.000-440.000=1.000
max	441.000-440.000=1.000

*mean*	1.952-2.640=-0.688
σ	0.075-0.114=-0.040
min	1.844-2.463=-0.619
max	2.323-3.020=-0.697

name=record_render_large_syntax_err.art

*mean*	7.656
σ	0.002
min	7.655
max	7.659

*mean*	441.000-440.000=1.000
σ	0.000
min	441.000-440.000=1.000
max	441.000-440.000=1.000

*mean*	2.058-2.666=-0.608
σ	0.278-0.086=0.193
min	1.826-2.494=-0.668
max	3.296-2.951=0.345

name=record_render_success.art

*mean*	2.289
σ	0.002
min	2.288
max	2.292

*mean*	441.000-440.000=1.000
σ	0.000
min	441.000-440.000=1.000
max	441.000-440.000=1.000

*mean*	0.320-0.310=0.009
σ	0.028-0.012=0.016
min	0.293-0.296=-0.003
max	0.514-0.388=0.126

name=record_render_syntax_err.art

*mean*	2.165
σ	0.002
min	2.164
max	2.168

*mean*	441.000-440.000=1.000
σ	0.000
min	441.000-440.000=1.000
max	441.000-440.000=1.000

*mean*	0.310-0.291=0.019
σ	0.066-0.009=0.058
min	0.282-0.268=0.014
max	0.721-0.337=0.384

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	298.078-297.944=0.135
σ	1.047-0.994=0.053
min	297.698-297.544=0.154
max	301.058-300.763=0.296

*mean*	444.700-441.100=3.600
σ	17.820-15.531=2.289
min	417.000-418.000=-1.000
max	471.000-469.000=2.000

*mean*	0.613-0.609=0.003
σ	0.011-0.019=-0.008
min	0.597-0.568=0.029
max	0.629-0.633=-0.003

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*	1754.000-1745.250=8.750
σ	0.000-1.389=-1.389
min	1754.000-1743.000=11.000
max	1754.000-1746.000=8.000

*mean*	207.063-205.414=1.649
σ	1.512-1.616=-0.104
min	204.935-203.369=1.565
max	208.954-207.646=1.309

phase=macro expansion

*mean*	6.130
σ	0.000
min	6.130
max	6.130

*mean*	1754.000-1745.250=8.750
σ	0.000-1.389=-1.389
min	1754.000-1743.000=11.000
max	1754.000-1746.000=8.000

*mean*	11.310-11.210=0.100
σ	1.427-2.176=-0.750
min	9.507-7.302=2.205
max	12.653-12.953=-0.300

phase=parser

*mean*	1042.101-1042.099=0.002
σ	0.000-0.000=0.000
min	1042.100-1042.099=0.001
max	1042.101-1042.099=0.002

*mean*	1754.000-1745.250=8.750
σ	0.000-1.389=-1.389
min	1754.000-1743.000=11.000
max	1754.000-1746.000=8.000

*mean*	722.521-652.122=70.400
σ	63.277-109.945=-46.668
min	597.374-424.382=172.992
max	832.038-731.908=100.130

phase=processProdDef

*mean*	6169.660-6169.660=-0.000
σ	0.001-0.001=-0.000
min	6169.659-6169.659=-0.000
max	6169.660-6169.660=-0.000

*mean*	1754.000-1745.750=8.250
σ	0.000-1.165=-1.165
min	1754.000-1743.000=11.000
max	1754.000-1747.000=7.000

*mean*	5561.810-5077.535=484.276
σ	1268.978-1037.032=231.946
min	3883.278-3910.199=-26.920
max	7043.030-6841.433=201.598

phase=renaming

*mean*	21.667-21.671=-0.004
σ	0.000
min	21.667-21.671=-0.004
max	21.667-21.671=-0.004

*mean*	1754.000-1745.250=8.750
σ	0.000-1.389=-1.389
min	1754.000-1743.000=11.000
max	1754.000-1746.000=8.000

*mean*	40.347-42.725=-2.378
σ	8.062-7.625=0.436
min	29.649-26.158=3.491
max	48.035-48.014=0.021

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*	1754.000-1745.250=8.750
σ	0.000-1.389=-1.389
min	1754.000-1743.000=11.000
max	1754.000-1746.000=8.000

*mean*	737.256-757.327=-20.071
σ	79.763-96.512=-16.749
min	636.660-638.131=-1.471
max	869.637-889.204=-19.567

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	0.040-0.044=-0.005
min	293.632-293.631=0.001
max	293.726-293.739=-0.013

*mean*	445.000-446.000=-1.000
σ	0.000
min	445.000-446.000=-1.000
max	445.000-446.000=-1.000

*mean*	0.400-0.404=-0.004
σ	0.002-0.009=-0.007
min	0.399-0.400=-0.001
max	0.403-0.420=-0.016

iters=5

new-facts=1

prior-facts=6402

*mean*	1303.788-1303.801=-0.014
σ	0.042-0.093=-0.051
min	1303.744-1303.649=0.095
max	1303.844-1303.875=-0.031

*mean*	1063.200-1086.600=-23.400
σ	168.433-180.864=-12.431
min	841.000-840.000=1.000
max	1274.000-1304.000=-30.000

*mean*	2.023-2.146=-0.123
σ	0.186-0.309=-0.123
min	1.819-1.813=0.006
max	2.203-2.591=-0.388

iters=5

new-facts=6402

prior-facts=1

*mean*	1546.817-1546.795=0.022
σ	4.033-4.028=0.005
min	1544.795-1544.786=0.009
max	1554.025-1553.994=0.031

*mean*	612.600-619.400=-6.800
σ	73.545-80.133=-6.588
min	497.000-499.000=-2.000
max	691.000-714.000=-23.000

*mean*	2.287-2.201=0.086
σ	0.228-0.120=0.108
min	2.135-2.014=0.121
max	2.687-2.347=0.340

iters=5

new-facts=6402

prior-facts=6402

*mean*	1865.807-1865.783=0.023
σ	0.059-0.054=0.004
min	1865.747-1865.711=0.036
max	1865.887-1865.859=0.028

*mean*	1711.800-1745.800=-34.000
σ	249.198-228.215=20.983
min	1419.000-1442.000=-23.000
max	2064.000-1962.000=102.000

*mean*	2.968-2.962=0.006
σ	0.147-0.130=0.017
min	2.856-2.869=-0.013
max	3.216-3.166=0.050

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.820-1.792=0.027
σ	0.112-0.147=-0.035
min	1.647-1.554=0.093
max	1.908-1.937=-0.029

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	450.090-447.981=2.110
σ	579.265-579.239=0.025
min	160.454-158.360=2.094
max	1318.987-1316.840=2.148

*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*	0.527-0.536=-0.009
σ	0.509-0.545=-0.036
min	0.270-0.263=0.008
max	1.291-1.354=-0.063

policies=20

*mean*	1604.901-1583.922=20.979
σ	0.398-0.360=0.038
min	1604.628-1583.673=20.955
max	1605.490-1584.454=21.036

*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*	446.750-445.250=1.500
σ	2.500-1.500=1.000
min	443.000
max	448.000-446.000=2.000

*mean*	2.662-2.646=0.016
σ	0.011-0.012=-0.001
min	2.651-2.635=0.016
max	2.674-2.658=0.017

policies=200

*mean*	16057.332-15847.154=210.178
σ	0.085-0.114=-0.030
min	16057.281-15847.045=210.236
max	16057.458-15847.285=210.174

*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*	495.250-497.500=-2.250
σ	4.856-4.655=0.202
min	489.000-492.000=-3.000
max	500.000-503.000=-3.000

*mean*	27.008-26.742=0.267
σ	0.070-0.153=-0.083
min	26.919-26.615=0.304
max	27.065-26.956=0.110