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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.579-54.577=0.002
σ	0.349-0.349=0.000
min	54.448-54.440=0.008
max	55.573-55.570=0.004

*mean*	421.000-416.000=5.000
σ	0.000
min	421.000-416.000=5.000
max	421.000-416.000=5.000

*mean*	0.149-0.139=0.010
σ	0.012-0.006=0.006
min	0.131-0.133=-0.003
max	0.166-0.149=0.016

cache=y

dps=1

iters=10

policies=100

*mean*	43.706-43.706=0.000
σ	0.006-0.005=0.000
min	43.695-43.697=-0.002
max	43.715-43.714=0.001

*mean*	421.000-416.000=5.000
σ	0.000
min	421.000-416.000=5.000
max	421.000-416.000=5.000

*mean*	0.123-0.120=0.004
σ	0.005-0.004=0.001
min	0.119-0.115=0.004
max	0.134-0.127=0.006

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*	4153.250-4152.125=1.125
σ	1900.491-1897.887=2.604
min	1553.000-1557.000=-4.000
max	7304.000-7294.000=10.000

*mean*	12.889-12.846=0.043
σ	0.223-0.292=-0.069
min	12.512-12.337=0.175
max	13.217-13.167=0.051

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	36.620

*mean*	4153.250-4152.125=1.125
σ	1900.491-1897.887=2.604
min	1553.000-1557.000=-4.000
max	7304.000-7294.000=10.000

*mean*	13.093-13.142=-0.049
σ	0.373-0.433=-0.060
min	12.259-12.263=-0.004
max	13.410-13.594=-0.184

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	41.933-41.932=0.001

*mean*	7304.000-7294.000=10.000
σ	0.000
min	7304.000-7294.000=10.000
max	7304.000-7294.000=10.000

*mean*	15.034-15.069=-0.035
σ	0.719-0.712=0.007
min	13.357-13.314=0.042
max	15.660-15.389=0.271

op=table_records(), repeat

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

*mean*	4153.250-4152.125=1.125
σ	1900.491-1897.887=2.604
min	1553.000-1557.000=-4.000
max	7304.000-7294.000=10.000

*mean*	12.926-13.605=-0.678
σ	1.665-1.831=-0.166
min	10.766-11.044=-0.279
max	15.100-15.734=-0.634

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*	4153.250-4152.125=1.125
σ	1900.491-1897.887=2.604
min	1553.000-1557.000=-4.000
max	7304.000-7294.000=10.000

*mean*	8.829-8.838=-0.009
σ	0.224-0.298=-0.073
min	8.531-8.388=0.143
max	9.107-9.187=-0.080

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
max	26.403

*mean*	4153.250-4152.125=1.125
σ	1900.491-1897.887=2.604
min	1553.000-1557.000=-4.000
max	7304.000-7294.000=10.000

*mean*	6.970-6.917=0.053
σ	0.130-0.294=-0.164
min	6.755-6.517=0.238
max	7.124-7.342=-0.218

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

*mean*	4153.250-4152.125=1.125
σ	1900.491-1897.887=2.604
min	1553.000-1557.000=-4.000
max	7304.000-7294.000=10.000

*mean*	6.007-6.036=-0.029
σ	0.110-0.130=-0.021
min	5.875-5.776=0.099
max	6.224-6.203=0.021

op=vertical_lookup_row_list() on 3 (1 unindexed)

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

*mean*	4153.250-4152.125=1.125
σ	1900.491-1897.887=2.604
min	1553.000-1557.000=-4.000
max	7304.000-7294.000=10.000

*mean*	5.777-5.785=-0.008
σ	0.070-0.154=-0.084
min	5.678-5.457=0.221
max	5.889-5.912=-0.022

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	2524.607-2524.607=-0.000

*mean*	7304.000-7294.000=10.000
σ	0.000
min	7304.000-7294.000=10.000
max	7304.000-7294.000=10.000

*mean*	1073.047-1068.285=4.762
σ	94.525-84.271=10.254
min	1034.331-1022.651=11.681
max	1306.688-1275.802=30.885

op=load_product(), with indexes

*mean*	8744.722-8744.722=-0.000
σ	0.469-0.470=-0.000
min	8744.553-8744.554=-0.000
max	8745.883-8745.884=-0.001

*mean*	3573.500-3572.250=1.250
σ	1795.854-1796.331=-0.477
min	1047.000-1045.000=2.000
max	5794.000-5793.000=1.000

*mean*	4946.950-4969.473=-22.523
σ	1640.693-1591.298=49.396
min	3533.367-3528.916=4.451
max	7297.896-7295.493=2.403

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
max	62.081

*mean*	4153.250-4152.125=1.125
σ	1900.491-1897.887=2.604
min	1553.000-1557.000=-4.000
max	7304.000-7294.000=10.000

*mean*	78.569-81.745=-3.176
σ	7.687-9.887=-2.200
min	70.648-72.193=-1.545
max	94.784-101.364=-6.580

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*	7304.000-7294.000=10.000
σ	0.000
min	7304.000-7294.000=10.000
max	7304.000-7294.000=10.000

*mean*	107.315-107.755=-0.441
σ	4.725-6.308=-1.584
min	98.382-94.419=3.963
max	114.193-116.189=-1.996

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*	7304.000-7294.000=10.000
σ	0.000
min	7304.000-7294.000=10.000
max	7304.000-7294.000=10.000

*mean*	162.639-162.622=0.017
σ	7.707-10.220=-2.512
min	144.378-138.235=6.143
max	167.418-169.539=-2.121

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*	4153.250-4152.125=1.125
σ	1900.491-1897.887=2.604
min	1553.000-1557.000=-4.000
max	7304.000-7294.000=10.000

*mean*	6742.110-6733.262=8.848
σ	1241.533-1279.530=-37.997
min	4918.854-4857.508=61.347
max	8288.731-8188.950=99.780

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*	7304.000-7294.000=10.000
σ	0.000
min	7304.000-7294.000=10.000
max	7304.000-7294.000=10.000

*mean*	5437.851-5387.477=50.374
σ	1378.969-1373.601=5.368
min	4380.614-4362.722=17.893
max	7603.258-7651.527=-48.269

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*	369.392-375.194=-5.801
σ	35.799-18.705=17.093
min	302.140-350.191=-48.051
max	395.456-391.309=4.147

op=pointedIndexFromKvs

rows=400000

*mean*	357.322
σ	0.001
min	357.321
max	357.325

*mean*	560.000-559.250=0.750
σ	0.000-1.035=-1.035
min	560.000-558.000=2.000
max	560.000

*mean*	781.726-741.515=40.211
σ	26.938-82.411=-55.473
min	726.306-606.151=120.156
max	808.460-829.642=-21.182

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.499-1008.500=-0.000
σ	0.760-0.759=0.001
min	1008.024-1008.027=-0.002
max	1011.641-1011.637=0.004

*mean*	1044.450-1044.650=-0.200
σ	310.859-299.458=11.401
min	572.000-562.000=10.000
max	1502.000-1446.000=56.000

*mean*	1.526-1.500=0.026
σ	0.078-0.090=-0.012
min	1.424-1.323=0.100
max	1.762-1.745=0.017

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*	0.394-0.439=-0.045
σ	0.503-0.470=0.033
min	0.137-0.150=-0.013
max	1.290-1.262=0.028

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*	0.472-0.472=0.001
σ	0.322-0.306=0.016
min	0.319-0.323=-0.004
max	1.048-1.019=0.029

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*	0.218-0.220=-0.003
σ	0.021-0.024=-0.003
min	0.201-0.200=0.001
max	0.253-0.262=-0.009

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*	0.339-0.330=0.009
σ	0.025-0.012=0.013
min	0.315-0.320=-0.005
max	0.373-0.349=0.024

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*	433.200
σ	2.588
min	431.000
max	436.000

*mean*	0.583-0.542=0.041
σ	0.032-0.072=-0.040
min	0.528-0.444=0.084
max	0.613-0.615=-0.002

name=cdr_enhanced_4k_loc.art

*mean*	885.814
σ	0.002
min	885.812
max	885.816

*mean*	436.000
σ	0.000
min	436.000
max	436.000

*mean*	0.478-0.441=0.037
σ	0.064-0.025=0.039
min	0.374-0.413=-0.039
max	0.527-0.467=0.060

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*	436.000
σ	0.000
min	436.000
max	436.000

*mean*	2.660-2.636=0.024
σ	0.101-0.103=-0.002
min	2.479-2.472=0.008
max	3.091-3.002=0.089

name=record_render_large_syntax_err.art

*mean*	7.656
σ	0.002
min	7.655
max	7.659

*mean*	436.000
σ	0.000
min	436.000
max	436.000

*mean*	2.590-2.602=-0.012
σ	0.083-0.098=-0.015
min	2.457-2.468=-0.011
max	2.917-3.064=-0.147

name=record_render_success.art

*mean*	2.289
σ	0.002
min	2.288
max	2.292

*mean*	436.000
σ	0.000
min	436.000
max	436.000

*mean*	0.305-0.303=0.003
σ	0.012-0.015=-0.004
min	0.282-0.290=-0.008
max	0.373-0.439=-0.066

name=record_render_syntax_err.art

*mean*	2.165
σ	0.002
min	2.164
max	2.168

*mean*	436.000
σ	0.000
min	436.000
max	436.000

*mean*	0.291-0.290=0.001
σ	0.007-0.007=-0.000
min	0.281-0.275=0.006
max	0.325-0.326=-0.001

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	298.100-298.128=-0.028
σ	0.997-1.044=-0.047
min	297.713-297.756=-0.043
max	300.935-301.098=-0.163

*mean*	444.200-445.400=-1.200
σ	15.866-20.457=-4.591
min	422.000-416.000=6.000
max	471.000-473.000=-2.000

*mean*	0.609-0.613=-0.004
σ	0.017-0.012=0.005
min	0.582-0.597=-0.015
max	0.645-0.640=0.005

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*	1761.750-1738.000=23.750
σ	7.869-2.828=5.041
min	1749.000-1737.000=12.000
max	1766.000-1745.000=21.000

*mean*	206.884-205.806=1.078
σ	4.016-2.571=1.446
min	202.252-201.519=0.732
max	212.931-208.890=4.041

phase=macro expansion

*mean*	6.130
σ	0.000
min	6.130
max	6.130

*mean*	1761.750-1738.000=23.750
σ	7.869-2.828=5.041
min	1749.000-1737.000=12.000
max	1766.000-1745.000=21.000

*mean*	8.018-12.141=-4.123
σ	1.950-1.143=0.808
min	6.101-9.360=-3.258
max	10.180-13.042=-2.862

phase=parser

*mean*	1042.098-1042.103=-0.004
σ	0.000-0.000=-0.000
min	1042.098-1042.102=-0.004
max	1042.098-1042.103=-0.005

*mean*	1761.750-1738.000=23.750
σ	7.869-2.828=5.041
min	1749.000-1737.000=12.000
max	1766.000-1745.000=21.000

*mean*	630.888-721.624=-90.737
σ	157.262-64.155=93.107
min	383.221-588.251=-205.029
max	835.359-825.404=9.956

phase=processProdDef

*mean*	6169.659-6169.657=0.002
σ	0.000-0.000=0.000
min	6169.659-6169.657=0.002
max	6169.660-6169.658=0.002

*mean*	1763.875-1739.000=24.875
σ	6.010-3.703=2.307
min	1749.000-1737.000=12.000
max	1766.000-1745.000=21.000

*mean*	5569.503-5419.349=150.154
σ	1445.582-931.825=513.757
min	3739.423-3969.021=-229.597
max	7437.021-6795.802=641.218

phase=renaming

*mean*	21.670-21.667=0.004
σ	0.000
min	21.670-21.667=0.004
max	21.670-21.667=0.004

*mean*	1761.750-1738.000=23.750
σ	7.869-2.828=5.041
min	1749.000-1737.000=12.000
max	1766.000-1745.000=21.000

*mean*	29.153-46.968=-17.815
σ	6.030-2.939=3.091
min	20.229-40.129=-19.900
max	36.935-50.300=-13.365

phase=type checker

*mean*	958.537-958.540=-0.004
σ	0.066
min	958.439-958.442=-0.004
max	958.626-958.630=-0.004

*mean*	1761.750-1738.000=23.750
σ	7.869-2.828=5.041
min	1749.000-1737.000=12.000
max	1766.000-1745.000=21.000

*mean*	678.668-815.341=-136.672
σ	64.825-74.048=-9.223
min	629.136-706.516=-77.380
max	765.389-892.862=-127.473

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	293.379-293.380=-0.001
σ	0.034-0.035=-0.000
min	293.331-293.332=-0.001
max	293.415-293.417=-0.002

*mean*	445.000
σ	0.000
min	445.000
max	445.000

*mean*	0.405-0.399=0.006
σ	0.007-0.001=0.006
min	0.400-0.398=0.002
max	0.413-0.401=0.012

iters=5

new-facts=1

prior-facts=6402

*mean*	1303.462-1303.480=-0.018
σ	0.088-0.092=-0.005
min	1303.313-1303.329=-0.016
max	1303.539-1303.573=-0.034

*mean*	1085.000-1087.200=-2.200
σ	225.493-179.296=46.196
min	824.000-877.000=-53.000
max	1382.000-1307.000=75.000

*mean*	2.009-2.108=-0.100
σ	0.168-0.163=0.005
min	1.753-1.829=-0.076
max	2.141-2.227=-0.085

iters=5

new-facts=6402

prior-facts=1

*mean*	1546.537-1546.506=0.031
σ	4.018-4.034=-0.016
min	1544.579-1544.532=0.048
max	1553.720-1553.716=0.004

*mean*	624.200-608.600=15.600
σ	92.896-92.503=0.393
min	494.000-492.000=2.000
max	737.000-721.000=16.000

*mean*	2.352-2.294=0.058
σ	0.206-0.246=-0.039
min	2.171-2.064=0.106
max	2.680-2.686=-0.007

iters=5

new-facts=6402

prior-facts=6402

*mean*	1865.439-1865.443=-0.004
σ	0.043-0.037=0.006
min	1865.395-1865.387=0.009
max	1865.503-1865.490=0.014

*mean*	1688.600-1727.000=-38.400
σ	166.983-182.080=-15.097
min	1514.000-1470.000=44.000
max	1939.000-1896.000=43.000

*mean*	2.881-3.054=-0.173
σ	0.139-0.413=-0.274
min	2.715-2.751=-0.035
max	3.090-3.775=-0.685

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.748-1.808=-0.060
σ	0.176-0.134=0.042
min	1.440-1.660=-0.221
max	1.874-1.917=-0.042

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	447.988-447.985=0.004
σ	579.254-579.255=-0.001
min	158.357-158.355=0.002
max	1316.870-1316.867=0.002

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*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*	0.543-0.519=0.024
σ	0.561-0.505=0.056
min	0.261-0.263=-0.001
max	1.384-1.276=0.108

policies=20

*mean*	1583.920-1583.902=0.018
σ	0.355-0.363=-0.008
min	1583.669-1583.648=0.021
max	1584.444-1584.439=0.005

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	445.500-445.250=0.250
σ	5.196-1.500=3.696
min	441.000-443.000=-2.000
max	450.000-446.000=4.000

*mean*	2.629-2.649=-0.020
σ	0.017-0.033=-0.015
min	2.604-2.623=-0.019
max	2.641-2.692=-0.050

policies=200

*mean*	15847.102-15847.115=-0.013
σ	0.109-0.146=-0.037
min	15846.954-15846.939=0.015
max	15847.189-15847.286=-0.097

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	495.250-496.250=-1.000
σ	3.304-2.986=0.318
min	491.000-493.000=-2.000
max	499.000-500.000=-1.000

*mean*	26.568-26.666=-0.098
σ	0.130-0.171=-0.041
min	26.444-26.501=-0.057
max	26.732-26.897=-0.166