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grey: no significant change wrt stddev
red: change exceeding max stddev
purple: some change, not seemingly significant

AST compact size (buildDeclTree)

Factorcompact size MiB
phase=buildDeclTree
mean0.203
σ0.000
min0.203
max0.203

AST compact size (macro expansion)

Factorcompact size MiB
phase=macro expansion
mean5.301
σ0.000
min5.301
max5.301

AST compact size (parser)

Factorcompact size MiB
phase=parser
mean5.176
σ0.000
min5.176
max5.176

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean558.664
σ0.000
min558.664
max558.664

AST compact size (renaming)

Factorcompact size MiB
phase=renaming
mean5.488
σ0.000
min5.488
max5.488

AST compact size (type checker)

Factorcompact size MiB
phase=type checker
mean6.645
σ0.000
min6.645
max6.645

Aggregation: measureAggregations

Factorallocated MiBpeak allocated MiBtime_s
cache=n
dps=1
iters=10
policies=100
mean54.889-54.677=0.212
σ0.358-0.357=0.001
min54.749-54.542=0.206
max55.907-55.691=0.216
mean416.000-419.000=-3.000
σ0.000
min416.000-419.000=-3.000
max416.000-419.000=-3.000
mean0.139-0.140=-0.002
σ0.005-0.005=0.000
min0.133-0.136=-0.003
max0.148-0.149=-0.001
cache=y
dps=1
iters=10
policies=100
mean43.857-43.705=0.153
σ0.006-0.005=0.001
min43.848-43.696=0.152
max43.870-43.710=0.160
mean416.000-419.000=-3.000
σ0.000
min416.000-419.000=-3.000
max416.000-419.000=-3.000
mean0.132-0.124=0.007
σ0.011-0.005=0.006
min0.120-0.120=0.000
max0.152-0.132=0.020

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.618-36.618=0.000
σ0.002-0.002=0.000
min36.616-36.616=-0.000
max36.620-36.620=0.000
mean4044.500-4154.750=-110.250
σ2010.123-1902.220=107.903
min1218.000-1552.000=-334.000
max7149.000-7309.000=-160.000
mean12.989-12.668=0.321
σ1.763-0.068=1.695
min11.993-12.581=-0.588
max17.284-12.768=4.516
op=column_set() on indexed, repeat
mean36.618-36.617=0.001
σ0.002-0.002=0.000
min36.616-36.616=0.000
max36.620-36.620=0.000
mean4044.500-4154.750=-110.250
σ2010.123-1902.220=107.903
min1218.000-1552.000=-334.000
max7149.000-7309.000=-160.000
mean13.003-12.989=0.014
σ1.637-0.458=1.180
min11.407-11.951=-0.543
max16.805-13.438=3.367
op=table_records(), no indexes
mean41.929-41.932=-0.003
σ0.002-0.001=0.001
min41.928-41.930=-0.001
max41.932-41.933=-0.001
mean7149.000-7309.000=-160.000
σ0.000
min7149.000-7309.000=-160.000
max7149.000-7309.000=-160.000
mean14.768-15.094=-0.326
σ0.203-0.594=-0.392
min14.482-13.861=0.620
max15.032-15.649=-0.618
op=table_records(), repeat
mean41.930-41.929=0.001
σ0.002-0.002=0.000
min41.927-41.927=-0.000
max41.932-41.931=0.001
mean4044.500-4154.750=-110.250
σ2010.123-1902.220=107.903
min1218.000-1552.000=-334.000
max7149.000-7309.000=-160.000
mean14.280-13.038=1.242
σ1.670-1.823=-0.153
min10.372-11.059=-0.687
max15.390-15.191=0.199
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.654=-0.000
σ0.136-0.136=-0.000
min27.604-27.604=-0.000
max27.991-27.991=-0.000
mean4044.500-4154.750=-110.250
σ2010.123-1902.220=107.903
min1218.000-1552.000=-334.000
max7149.000-7309.000=-160.000
mean9.113-8.862=0.251
σ1.234-0.359=0.875
min8.033-8.267=-0.235
max11.877-9.399=2.478
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401-26.401=0.000
σ0.002-0.002=0.000
min26.400-26.400=0.000
max26.404-26.404=0.000
mean4044.500-4154.750=-110.250
σ2010.123-1902.220=107.903
min1218.000-1552.000=-334.000
max7149.000-7309.000=-160.000
mean7.047-6.710=0.337
σ1.252-0.258=0.994
min6.144-6.224=-0.080
max9.732-7.021=2.711
op=vertical_lookup_row_list() on 2 indexed
mean25.668-25.668=0.000
σ0.004-0.003=0.001
min25.665-25.666=-0.000
max25.677-25.674=0.004
mean4044.500-4154.750=-110.250
σ2010.123-1902.220=107.903
min1218.000-1552.000=-334.000
max7149.000-7309.000=-160.000
mean5.592-6.012=-0.420
σ0.530-0.130=0.400
min5.297-5.765=-0.468
max6.859-6.145=0.715
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=0.000
σ0.002-0.002=-0.000
min25.968-25.968=0.000
max25.972-25.974=-0.001
mean4044.500-4154.750=-110.250
σ2010.123-1902.220=107.903
min1218.000-1552.000=-334.000
max7149.000-7309.000=-160.000
mean5.503-5.830=-0.327
σ0.514-0.079=0.435
min5.177-5.733=-0.556
max6.757-5.965=0.792

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.613-2524.606=-1502.993
σ0.002-0.000=0.002
min1021.612-2524.606=-1502.994
max1021.616-2524.607=-1502.991
mean7149.000-7309.000=-160.000
σ0.000
min7149.000-7309.000=-160.000
max7149.000-7309.000=-160.000
mean373.847-1083.716=-709.869
σ76.941-80.831=-3.890
min343.418-1041.404=-697.986
max564.190-1280.347=-716.157
op=load_product(), with indexes
mean7917.793-8744.722=-826.929
σ0.469-0.469=0.000
min7917.624-8744.553=-826.928
max7918.954-8745.882=-826.929
mean3275.500-3575.000=-299.500
σ1826.597-1796.847=29.750
min810.000-1044.000=-234.000
max5626.000-5796.000=-170.000
mean3681.298-4574.064=-892.766
σ1078.654-1242.814=-164.160
min3079.118-3526.211=-447.093
max6164.655-6779.407=-614.752

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.077-62.078=-0.001
σ0.002-0.002=-0.000
min62.076-62.076=-0.001
max62.080-62.081=-0.001
mean4044.500-4154.750=-110.250
σ2010.123-1902.220=107.903
min1218.000-1552.000=-334.000
max7149.000-7309.000=-160.000
mean85.180-81.263=3.916
σ18.878-10.606=8.272
min69.729-69.099=0.629
max119.354-96.559=22.795
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.945=0.001
σ0.002-0.001=0.002
min40.945-40.945=-0.000
max40.950-40.946=0.003
mean7149.000-7309.000=-160.000
σ0.000
min7149.000-7309.000=-160.000
max7149.000-7309.000=-160.000
mean59.719-106.266=-46.547
σ0.265-4.081=-3.816
min59.444-99.883=-40.439
max60.254-111.190=-50.936
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.688-66.686=0.001
σ0.002-0.000=0.002
min66.686-66.686=0.000
max66.691-66.687=0.004
mean7149.000-7309.000=-160.000
σ0.000
min7149.000-7309.000=-160.000
max7149.000-7309.000=-160.000
mean98.501-162.088=-63.586
σ0.652-7.960=-7.308
min97.513-144.463=-46.950
max99.234-167.588=-68.354

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-11656.900=2560.271
σ4.303-4.304=-0.001
min14215.575-11655.306=2560.269
max14227.820-11667.552=2560.269
mean4044.500-4154.750=-110.250
σ2010.123-1902.220=107.903
min1218.000-1552.000=-334.000
max7149.000-7309.000=-160.000
mean7692.457-6252.246=1440.212
σ1850.731-1171.997=678.734
min5990.147-4866.587=1123.560
max10878.626-7840.023=3038.603
op=vertical_lookup_list() on indexed
mean13159.109-11560.066=1599.043
σ0.002-0.001=0.001
min13159.106-11560.065=1599.041
max13159.110-11560.067=1599.043
mean7149.000-7309.000=-160.000
σ0.000
min7149.000-7309.000=-160.000
max7149.000-7309.000=-160.000
mean5127.200-5426.427=-299.227
σ199.799-1380.514=-1180.715
min4998.744-4346.968=651.776
max5490.801-7626.425=-2135.624

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean477.000
σ0.000
min477.000
max477.000
mean331.186-369.015=-37.829
σ35.703-31.665=4.038
min292.542-307.076=-14.534
max396.699-397.422=-0.723
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean559.000-560.000=-1.000
σ0.000
min559.000-560.000=-1.000
max559.000-560.000=-1.000
mean713.932-765.039=-51.107
σ83.494-36.397=47.097
min602.509-677.106=-74.596
max828.175-792.163=36.012

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.300-1024.326=-0.026
σ0.758-0.758=-0.000
min1023.827-1023.853=-0.026
max1027.434-1027.463=-0.029
mean1040.600-1053.650=-13.050
σ300.046-314.939=-14.894
min552.000-570.000=-18.000
max1461.000-1524.000=-63.000
mean1.558-1.597=-0.039
σ0.080-0.084=-0.004
min1.469-1.521=-0.052
max1.800-1.777=0.024

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.913
σ0.020
min0.903
max0.949
mean402.000
σ0.000
min402.000
max402.000
mean0.441-0.298=0.143
σ0.489-0.288=0.201
min0.157-0.143=0.014
max1.313-0.808=0.504
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.829-0.483=0.346
σ0.527-0.315=0.211
min0.571-0.329=0.242
max1.770-1.047=0.723
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.383-0.231=0.153
σ0.041-0.022=0.019
min0.350-0.212=0.139
max0.454-0.266=0.188
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.604-0.342=0.261
σ0.035-0.026=0.010
min0.572-0.315=0.257
max0.661-0.369=0.292

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.000-436.200=-0.200
σ2.236-1.789=0.447
min432.000-433.000=-1.000
max437.000
mean0.639-0.591=0.049
σ0.102-0.020=0.082
min0.525-0.561=-0.036
max0.758-0.614=0.144
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean437.000
σ0.000
min437.000
max437.000
mean0.462-0.450=0.013
σ0.023-0.046=-0.023
min0.439-0.389=0.050
max0.498-0.518=-0.019

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean437.000
σ0.000
min437.000
max437.000
mean2.584-2.565=0.019
σ0.172-0.088=0.084
min1.996-2.428=-0.432
max2.991-2.852=0.139
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean437.000
σ0.000
min437.000
max437.000
mean2.583-2.570=0.013
σ0.096-0.086=0.010
min2.422-2.440=-0.018
max2.922-2.922=-0.001
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean437.000
σ0.000
min437.000
max437.000
mean0.312-0.310=0.001
σ0.035-0.016=0.019
min0.292-0.289=0.003
max0.644-0.393=0.251
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean437.000
σ0.000
min437.000
max437.000
mean0.293-0.290=0.003
σ0.008-0.007=0.000
min0.280-0.278=0.003
max0.345-0.328=0.017

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.817-298.924=-0.107
σ1.029-1.002=0.027
min298.409-298.535=-0.126
max301.742-301.775=-0.033
mean441.600-441.500=0.100
σ14.470-17.258=-2.788
min420.000-416.000=4.000
max464.000-469.000=-5.000
mean0.605-0.611=-0.006
σ0.015-0.012=0.003
min0.581-0.596=-0.015
max0.634-0.637=-0.003

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678-239.532=-2.854
σ0.000-0.000=-0.000
min236.678-239.532=-2.854
max236.678-239.532=-2.854
mean942.625-1707.500=-764.875
σ15.203-31.053=-15.850
min905.000-1685.000=-780.000
max948.000-1745.000=-797.000
mean204.932-217.994=-13.062
σ4.558-2.302=2.257
min198.365-215.654=-17.289
max211.281-221.784=-10.503
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean942.625-1707.500=-764.875
σ15.203-31.053=-15.850
min905.000-1685.000=-780.000
max948.000-1745.000=-797.000
mean8.806-12.691=-3.885
σ1.610-1.611=-0.001
min6.437-9.594=-3.157
max10.848-15.617=-4.769
phase=parser
mean1042.363-1042.365=-0.002
σ0.000-0.001=-0.001
min1042.363-1042.362=0.001
max1042.364-1042.365=-0.002
mean942.625-1707.500=-764.875
σ15.203-31.053=-15.850
min905.000-1685.000=-780.000
max948.000-1745.000=-797.000
mean514.507-717.488=-202.981
σ94.213-60.132=34.081
min375.210-598.806=-223.596
max619.013-823.021=-204.008
phase=processProdDef
mean4850.767-6169.660=-1318.892
σ0.000-0.001=-0.001
min4850.767-6169.659=-1318.891
max4850.767-6169.661=-1318.893
mean948.000-1715.000=-767.000
σ0.000-32.071=-32.071
min948.000-1685.000=-737.000
max948.000-1745.000=-797.000
mean5020.256-5905.509=-885.254
σ367.075-1890.182=-1523.106
min4561.712-3597.658=964.053
max5547.018-8293.254=-2746.236
phase=renaming
mean21.671-21.672=-0.000
σ0.000-0.001=-0.001
min21.671
max21.671-21.675=-0.004
mean942.625-1707.500=-764.875
σ15.203-31.053=-15.850
min905.000-1685.000=-780.000
max948.000-1745.000=-797.000
mean33.895-47.932=-14.037
σ9.562-3.850=5.713
min21.201-40.762=-19.562
max44.785-55.125=-10.340
phase=type checker
mean990.454-990.445=0.009
σ0.071-0.066=0.004
min990.348-990.344=0.004
max990.567-990.536=0.032
mean942.625-1707.500=-764.875
σ15.203-31.053=-15.850
min905.000-1685.000=-780.000
max948.000-1745.000=-797.000
mean727.758-898.812=-171.054
σ79.228-90.889=-11.661
min650.722-685.886=-35.164
max881.315-975.646=-94.331

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.822-293.922=-0.099
σ0.038-0.042=-0.004
min293.770-293.861=-0.091
max293.861-293.956=-0.095
mean443.000-444.800=-1.800
σ0.000-1.095=-1.095
min443.000-444.000=-1.000
max443.000-446.000=-3.000
mean0.395-0.396=-0.001
σ0.004-0.006=-0.001
min0.390-0.392=-0.002
max0.401-0.406=-0.005
iters=5
new-facts=1
prior-facts=6402
mean1320.218-1320.213=0.005
σ0.043-0.072=-0.029
min1320.149-1320.138=0.010
max1320.255-1320.323=-0.068
mean1066.000-1084.600=-18.600
σ165.398-163.385=2.013
min842.000-889.000=-47.000
max1267.000-1307.000=-40.000
mean2.265-2.041=0.224
σ0.099-0.145=-0.046
min2.165-1.899=0.267
max2.417-2.206=0.211
iters=5
new-facts=6402
prior-facts=1
mean1560.614-1559.740=0.874
σ6.216-4.065=2.152
min1557.633-1557.716=-0.082
max1571.730-1567.004=4.726
mean619.000-623.000=-4.000
σ82.686-86.490=-3.804
min494.000-495.000=-1.000
max716.000-725.000=-9.000
mean2.290-2.283=0.007
σ0.137-0.151=-0.014
min2.153-2.183=-0.030
max2.512-2.550=-0.038
iters=5
new-facts=6402
prior-facts=6402
mean1882.176-1882.280=-0.104
σ0.058-0.063=-0.006
min1882.112-1882.191=-0.079
max1882.252-1882.356=-0.104
mean1710.600-1726.000=-15.400
σ257.948-178.516=79.432
min1395.000-1472.000=-77.000
max2054.000-1891.000=163.000
mean2.969-3.125=-0.156
σ0.077-0.305=-0.228
min2.884-2.871=0.013
max3.048-3.654=-0.606

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.759-1.763=-0.004
σ0.091-0.070=0.021
min1.618-1.666=-0.048
max1.853-1.858=-0.005

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.082-453.536=-1.454
σ582.723-585.529=-2.806
min160.717-160.770=-0.053
max1326.166-1331.829=-5.662
mean102.250
σ8.500
min98.000
max115.000
mean443.000
σ0.000
min443.000
max443.000
mean0.547-0.551=-0.004
σ0.547-0.560=-0.014
min0.267-0.267=-0.000
max1.367-1.392=-0.025
policies=20
mean1607.538-1608.029=-0.491
σ0.418-0.419=-0.001
min1607.257-1607.750=-0.493
max1608.158-1608.650=-0.492
mean980.000
σ0.000
min980.000
max980.000
mean450.500-450.750=-0.250
σ8.660-11.587=-2.926
min443.000
max458.000-468.000=-10.000
mean2.708-2.705=0.003
σ0.021-0.022=-0.001
min2.682-2.675=0.006
max2.731-2.728=0.002
policies=200
mean16083.453-16088.509=-5.056
σ0.195-0.122=0.073
min16083.328-16088.405=-5.077
max16083.741-16088.685=-4.944
mean9800.000
σ0.000
min9800.000
max9800.000
mean496.750-499.000=-2.250
σ2.986-4.967=-1.980
min494.000-493.000=1.000
max501.000-505.000=-4.000
mean27.222-27.404=-0.182
σ0.162-0.139=0.023
min27.070-27.283=-0.213
max27.440-27.601=-0.161