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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=0.005
σ	0.341-0.348=-0.007
min	54.451-54.447=0.004
max	55.550-55.565=-0.014

*mean*	418.000-416.000=2.000
σ	0.000
min	418.000-416.000=2.000
max	418.000-416.000=2.000

*mean*	0.141-0.138=0.003
σ	0.006-0.005=0.000
min	0.136-0.132=0.005
max	0.152-0.149=0.003

cache=y

dps=1

iters=10

policies=100

*mean*	43.704-43.705=-0.002
σ	0.006-0.005=0.001
min	43.694-43.700=-0.006
max	43.710-43.716=-0.006

*mean*	418.000-416.000=2.000
σ	0.000
min	418.000-416.000=2.000
max	418.000-416.000=2.000

*mean*	0.120-0.121=-0.001
σ	0.006-0.006=-0.000
min	0.115-0.116=-0.001
max	0.131-0.131=0.000

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	36.620-36.620=0.000

*mean*	4147.500-4155.375=-7.875
σ	1890.836-1904.760=-13.924
min	1554.000-1551.000=3.000
max	7273.000-7323.000=-50.000

*mean*	12.876-12.805=0.071
σ	0.458-0.186=0.272
min	12.332-12.509=-0.177
max	13.628-12.985=0.643

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*	4147.500-4155.375=-7.875
σ	1890.836-1904.760=-13.924
min	1554.000-1551.000=3.000
max	7273.000-7323.000=-50.000

*mean*	12.871-12.272=0.600
σ	0.556-0.224=0.331
min	11.904-12.098=-0.193
max	13.419-12.813=0.606

op=table_records(), no indexes

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

*mean*	7273.000-7323.000=-50.000
σ	0.000
min	7273.000-7323.000=-50.000
max	7273.000-7323.000=-50.000

*mean*	15.407-15.079=0.327
σ	0.312-0.869=-0.556
min	14.745-13.065=1.681
max	15.746-15.685=0.061

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*	4147.500-4155.375=-7.875
σ	1890.836-1904.760=-13.924
min	1554.000-1551.000=3.000
max	7273.000-7323.000=-50.000

*mean*	13.463-12.808=0.655
σ	1.581-2.004=-0.423
min	11.510-10.915=0.595
max	15.397-15.313=0.084

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

*mean*	4147.500-4155.375=-7.875
σ	1890.836-1904.760=-13.924
min	1554.000-1551.000=3.000
max	7273.000-7323.000=-50.000

*mean*	8.929-9.065=-0.136
σ	0.372-0.334=0.039
min	8.297-8.550=-0.253
max	9.479-9.641=-0.162

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*	4147.500-4155.375=-7.875
σ	1890.836-1904.760=-13.924
min	1554.000-1551.000=3.000
max	7273.000-7323.000=-50.000

*mean*	6.765-7.084=-0.320
σ	0.232-0.351=-0.119
min	6.419-6.485=-0.065
max	7.134-7.440=-0.306

op=vertical_lookup_row_list() on 2 indexed

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

*mean*	4147.500-4155.375=-7.875
σ	1890.836-1904.760=-13.924
min	1554.000-1551.000=3.000
max	7273.000-7323.000=-50.000

*mean*	6.150-5.856=0.294
σ	0.205-0.087=0.118
min	5.735-5.733=0.002
max	6.362-5.997=0.366

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*	4147.500-4155.375=-7.875
σ	1890.836-1904.760=-13.924
min	1554.000-1551.000=3.000
max	7273.000-7323.000=-50.000

*mean*	5.835-5.682=0.153
σ	0.067-0.192=-0.125
min	5.726-5.212=0.514
max	5.946-5.789=0.157

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*	7273.000-7323.000=-50.000
σ	0.000
min	7273.000-7323.000=-50.000
max	7273.000-7323.000=-50.000

*mean*	1524.507-1049.517=474.990
σ	771.362-4.768=766.594
min	1040.096-1042.537=-2.441
max	3176.521-1056.832=2119.688

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	8745.882-8745.881=0.001

*mean*	3569.375-3576.625=-7.250
σ	1789.167-1797.484=-8.317
min	1046.000-1052.000=-6.000
max	5775.000-5804.000=-29.000

*mean*	4738.056-4783.927=-45.871
σ	1552.005-1623.213=-71.208
min	3533.519-3517.003=16.517
max	7160.475-7223.436=-62.962

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	62.081

*mean*	4147.500-4155.375=-7.875
σ	1890.836-1904.760=-13.924
min	1554.000-1551.000=3.000
max	7273.000-7323.000=-50.000

*mean*	83.975-83.492=0.483
σ	13.726-9.745=3.981
min	70.323-72.316=-1.993
max	101.704-98.579=3.125

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*	7273.000-7323.000=-50.000
σ	0.000
min	7273.000-7323.000=-50.000
max	7273.000-7323.000=-50.000

*mean*	107.404-106.660=0.744
σ	3.559-7.865=-4.306
min	103.026-89.414=13.612
max	112.670-113.811=-1.140

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*	7273.000-7323.000=-50.000
σ	0.000
min	7273.000-7323.000=-50.000
max	7273.000-7323.000=-50.000

*mean*	164.069-160.411=3.658
σ	4.836-12.671=-7.835
min	153.335-130.587=22.747
max	167.779-167.267=0.512

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	11667.538-11667.538=0.000

*mean*	4147.500-4155.375=-7.875
σ	1890.836-1904.760=-13.924
min	1554.000-1551.000=3.000
max	7273.000-7323.000=-50.000

*mean*	6263.055-6414.205=-151.150
σ	894.872-1175.187=-280.315
min	4941.006-4969.589=-28.583
max	7487.161-7841.839=-354.678

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*	7273.000-7323.000=-50.000
σ	0.000
min	7273.000-7323.000=-50.000
max	7273.000-7323.000=-50.000

*mean*	5965.969-5941.105=24.864
σ	1613.816-1683.395=-69.579
min	4416.973-4373.222=43.751
max	7811.108-8420.366=-609.257

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*	378.375-391.843=-13.468
σ	28.517-5.195=23.322
min	308.664-379.680=-71.016
max	396.137-396.981=-0.844

op=pointedIndexFromKvs

rows=400000

*mean*	357.322
σ	0.001
min	357.321
max	357.325

*mean*	561.000-562.000=-1.000
σ	0.000
min	561.000-562.000=-1.000
max	561.000-562.000=-1.000

*mean*	735.875-780.766=-44.891
σ	60.700-35.160=25.540
min	635.814-719.355=-83.541
max	799.530-842.372=-42.842

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.499-1008.501=-0.002
σ	0.759-0.760=-0.001
min	1008.028-1008.024=0.004
max	1011.637-1011.640=-0.003

*mean*	1047.250-1059.400=-12.150
σ	313.304-314.781=-1.478
min	573.000-563.000=10.000
max	1510.000-1522.000=-12.000

*mean*	1.545-1.520=0.025
σ	0.088-0.068=0.020
min	1.418-1.371=0.047
max	1.760-1.722=0.037

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*	402.000-401.000=1.000
σ	0.000
min	402.000-401.000=1.000
max	402.000-401.000=1.000

*mean*	0.321-0.436=-0.115
σ	0.288-0.578=-0.291
min	0.138-0.142=-0.003
max	0.800-1.467=-0.667

name=error_case.art

*mean*	2.339
σ	0.012
min	2.333
max	2.361

*mean*	402.000-401.000=1.000
σ	0.000
min	402.000-401.000=1.000
max	402.000-401.000=1.000

*mean*	0.465-0.432=0.034
σ	0.305-0.191=0.114
min	0.318-0.335=-0.017
max	1.012-0.773=0.239

name=heavy_item.art

*mean*	1.522
σ	0.002
min	1.521
max	1.525

*mean*	402.000-401.000=1.000
σ	0.000
min	402.000-401.000=1.000
max	402.000-401.000=1.000

*mean*	0.220-0.221=-0.001
σ	0.025-0.024=0.001
min	0.197-0.202=-0.005
max	0.262-0.259=0.002

name=nested_use.art

*mean*	2.357
σ	0.002
min	2.356
max	2.360

*mean*	402.000-401.000=1.000
σ	0.000
min	402.000-401.000=1.000
max	402.000-401.000=1.000

*mean*	0.335-0.330=0.005
σ	0.018-0.018=0.000
min	0.324-0.316=0.008
max	0.368-0.361=0.007

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*	435.600-432.200=3.400
σ	5.079-2.588=2.491
min	431.000-430.000=1.000
max	441.000-435.000=6.000

*mean*	0.569-0.565=0.004
σ	0.028-0.042=-0.014
min	0.521-0.525=-0.004
max	0.592-0.611=-0.019

name=cdr_enhanced_4k_loc.art

*mean*	885.814
σ	0.002
min	885.812
max	885.816

*mean*	441.000-435.000=6.000
σ	0.000
min	441.000-435.000=6.000
max	441.000-435.000=6.000

*mean*	0.408-0.513=-0.105
σ	0.027-0.023=0.005
min	0.372-0.476=-0.104
max	0.444-0.534=-0.090

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*	441.000-435.000=6.000
σ	0.000
min	441.000-435.000=6.000
max	441.000-435.000=6.000

*mean*	1.952-2.611=-0.658
σ	0.075-0.108=-0.033
min	1.844-2.438=-0.594
max	2.323-2.927=-0.604

name=record_render_large_syntax_err.art

*mean*	7.656
σ	0.002
min	7.655
max	7.659

*mean*	441.000-435.000=6.000
σ	0.000
min	441.000-435.000=6.000
max	441.000-435.000=6.000

*mean*	2.058-2.553=-0.495
σ	0.278-0.071=0.208
min	1.826-2.426=-0.600
max	3.296-2.763=0.533

name=record_render_success.art

*mean*	2.289
σ	0.002
min	2.288
max	2.292

*mean*	441.000-435.000=6.000
σ	0.000
min	441.000-435.000=6.000
max	441.000-435.000=6.000

*mean*	0.320-0.306=0.013
σ	0.028-0.008=0.021
min	0.293-0.294=-0.001
max	0.514-0.359=0.155

name=record_render_syntax_err.art

*mean*	2.165
σ	0.002
min	2.164
max	2.168

*mean*	441.000-435.000=6.000
σ	0.000
min	441.000-435.000=6.000
max	441.000-435.000=6.000

*mean*	0.310-0.293=0.017
σ	0.066-0.007=0.059
min	0.282-0.281=0.001
max	0.721-0.332=0.389

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	298.078-298.064=0.015
σ	1.047-1.019=0.028
min	297.698-297.551=0.147
max	301.058-300.949=0.109

*mean*	444.700
σ	17.820-16.028=1.792
min	417.000-419.000=-2.000
max	471.000

*mean*	0.613-0.620=-0.007
σ	0.011-0.013=-0.002
min	0.597-0.590=0.007
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*	1754.000-1744.000=10.000
σ	0.000
min	1754.000-1744.000=10.000
max	1754.000-1744.000=10.000

*mean*	207.063-205.702=1.361
σ	1.512-3.698=-2.186
min	204.935-199.716=5.218
max	208.954-210.977=-2.023

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*	11.310-8.560=2.751
σ	1.427-1.339=0.088
min	9.507-6.336=3.172
max	12.653-9.936=2.718

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*	722.521-575.620=146.901
σ	63.277-99.115=-35.838
min	597.374-451.718=145.656
max	832.038-732.950=99.088

phase=processProdDef

*mean*	6169.660-6169.656=0.004
σ	0.001-0.000=0.000
min	6169.659-6169.655=0.003
max	6169.660-6169.656=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*	5561.810-6042.139=-480.329
σ	1268.978-1356.447=-87.469
min	3883.278-3638.105=245.173
max	7043.030-7696.330=-653.299

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*	40.347-39.841=0.506
σ	8.062-5.185=2.877
min	29.649-31.082=-1.433
max	48.035-47.101=0.935

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*	737.256-720.489=16.767
σ	79.763-65.658=14.105
min	636.660-665.615=-28.955
max	869.637-837.863=31.773

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	293.726-293.738=-0.012

*mean*	445.000-444.000=1.000
σ	0.000
min	445.000-444.000=1.000
max	445.000-444.000=1.000

*mean*	0.400-0.407=-0.007
σ	0.002-0.009=-0.007
min	0.399-0.402=-0.003
max	0.403-0.423=-0.020

iters=5

new-facts=1

prior-facts=6402

*mean*	1303.788-1303.751=0.037
σ	0.042-0.076=-0.034
min	1303.744-1303.647=0.097
max	1303.844-1303.856=-0.012

*mean*	1063.200-1062.000=1.200
σ	168.433-168.747=-0.314
min	841.000-839.000=2.000
max	1274.000-1272.000=2.000

*mean*	2.023-1.956=0.068
σ	0.186-0.197=-0.011
min	1.819-1.803=0.015
max	2.203-2.202=0.001

iters=5

new-facts=6402

prior-facts=1

*mean*	1546.817-1546.819=-0.002
σ	4.033-4.056=-0.022
min	1544.795-1544.786=0.009
max	1554.025-1554.068=-0.043

*mean*	612.600-610.400=2.200
σ	73.545-73.585=-0.041
min	497.000-495.000=2.000
max	691.000-689.000=2.000

*mean*	2.287-2.308=-0.020
σ	0.228-0.226=0.002
min	2.135-2.140=-0.005
max	2.687-2.669=0.018

iters=5

new-facts=6402

prior-facts=6402

*mean*	1865.807-1865.774=0.033
σ	0.059-0.063=-0.005
min	1865.747-1865.708=0.039
max	1865.887-1865.879=0.009

*mean*	1711.800-1710.600=1.200
σ	249.198-248.530=0.668
min	1419.000
max	2064.000-2063.000=1.000

*mean*	2.968-2.959=0.009
σ	0.147-0.135=0.012
min	2.856-2.848=0.007
max	3.216-3.167=0.049

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.820-1.738=0.082
σ	0.112-0.119=-0.006
min	1.647-1.615=0.032
max	1.908-1.921=-0.013

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	160.454-158.361=2.093
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*	443.000-440.000=3.000
σ	0.000
min	443.000-440.000=3.000
max	443.000-440.000=3.000

*mean*	0.527-0.538=-0.011
σ	0.509-0.546=-0.037
min	0.270-0.263=0.008
max	1.291-1.357=-0.066

policies=20

*mean*	1604.901-1583.936=20.965
σ	0.398-0.387=0.011
min	1604.628-1583.672=20.957
max	1605.490-1584.510=20.980

*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*	446.750-446.000=0.750
σ	2.500-6.928=-4.428
min	443.000-440.000=3.000
max	448.000-452.000=-4.000

*mean*	2.662-2.690=-0.027
σ	0.011-0.058=-0.047
min	2.651-2.630=0.021
max	2.674-2.741=-0.067

policies=200

*mean*	16057.332-15847.050=210.282
σ	0.085-0.143=-0.059
min	16057.281-15846.886=210.396
max	16057.458-15847.235=210.223

*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*	495.250-493.500=1.750
σ	4.856-5.323=-0.467
min	489.000-488.000=1.000
max	500.000-499.000=1.000

*mean*	27.008-26.796=0.213
σ	0.070-0.219=-0.150
min	26.919-26.626=0.293
max	27.065-27.101=-0.035