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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
mean558.633-558.664=-0.031
σ0.000
min558.633-558.664=-0.031
max558.633-558.664=-0.031

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
mean54.889-54.889=0.000
σ0.359-0.359=0.000
min54.750-54.756=-0.006
max55.910-55.910=0.001
mean417.000
σ0.000
min417.000
max417.000
mean0.141-0.144=-0.003
σ0.006-0.011=-0.005
min0.134-0.133=0.001
max0.153-0.166=-0.013
cache=y
dps=1
iters=10
policies=100
mean43.855-43.854=0.001
σ0.006-0.006=-0.000
min43.848-43.845=0.003
max43.866-43.861=0.005
mean417.000
σ0.000
min417.000
max417.000
mean0.124-0.124=0.000
σ0.004-0.005=-0.001
min0.121-0.120=0.000
max0.132-0.133=-0.001

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
max36.620-36.620=0.000
mean4034.750-4040.625=-5.875
σ2005.832-2008.187=-2.355
min1217.000-1218.000=-1.000
max7130.000-7147.000=-17.000
mean13.366-13.746=-0.380
σ1.944-1.761=0.183
min12.240-12.777=-0.538
max18.126-17.789=0.337
op=column_set() on indexed, repeat
mean36.618-36.618=0.000
σ0.002-0.002=0.000
min36.616-36.616=0.000
max36.620-36.620=0.000
mean4034.750-4040.625=-5.875
σ2005.832-2008.187=-2.355
min1217.000-1218.000=-1.000
max7130.000-7147.000=-17.000
mean13.488-13.461=0.027
σ2.014-1.751=0.263
min11.506-12.080=-0.574
max18.283-17.560=0.723
op=table_records(), no indexes
mean41.930-41.930=-0.000
σ0.002-0.002=-0.000
min41.928-41.928=0.000
max41.933-41.933=-0.000
mean7130.000-7147.000=-17.000
σ0.000
min7130.000-7147.000=-17.000
max7130.000-7147.000=-17.000
mean14.718-15.130=-0.412
σ0.122-0.194=-0.071
min14.528-14.863=-0.336
max14.922-15.422=-0.500
op=table_records(), repeat
mean41.929-41.929=-0.000
σ0.002-0.002=0.000
min41.927-41.927=0.000
max41.932
mean4034.750-4040.625=-5.875
σ2005.832-2008.187=-2.355
min1217.000-1218.000=-1.000
max7130.000-7147.000=-17.000
mean13.943-14.965=-1.023
σ1.877-1.432=0.445
min10.860-11.609=-0.749
max15.487-16.219=-0.732
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.654=-0.000
σ0.136-0.136=0.000
min27.604
max27.991
mean4034.750-4040.625=-5.875
σ2005.832-2008.187=-2.355
min1217.000-1218.000=-1.000
max7130.000-7147.000=-17.000
mean9.549-9.981=-0.432
σ1.291-1.719=-0.428
min8.790-8.651=0.139
max12.662-12.778=-0.117
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401-26.401=0.000
σ0.002-0.002=0.000
min26.400
max26.404-26.404=0.000
mean4034.750-4040.625=-5.875
σ2005.832-2008.187=-2.355
min1217.000-1218.000=-1.000
max7130.000-7147.000=-17.000
mean7.001-7.717=-0.716
σ1.454-1.488=-0.034
min6.194-6.726=-0.532
max10.556-10.399=0.157
op=vertical_lookup_row_list() on 2 indexed
mean25.668
σ0.004-0.004=0.000
min25.665
max25.678
mean4034.750-4040.625=-5.875
σ2005.832-2008.187=-2.355
min1217.000-1218.000=-1.000
max7130.000-7147.000=-17.000
mean6.032-6.212=-0.179
σ0.433-0.450=-0.017
min5.732-5.964=-0.232
max7.088-7.314=-0.226
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=-0.001
σ0.002-0.003=-0.001
min25.968-25.969=-0.000
max25.972-25.976=-0.004
mean4034.750-4040.625=-5.875
σ2005.832-2008.187=-2.355
min1217.000-1218.000=-1.000
max7130.000-7147.000=-17.000
mean5.865-5.763=0.103
σ0.522-0.083=0.439
min5.308-5.638=-0.330
max7.086-5.869=1.217

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.613-1021.613=-0.000
σ0.002-0.002=0.000
min1021.612
max1021.616
mean7130.000-7147.000=-17.000
σ0.000
min7130.000-7147.000=-17.000
max7130.000-7147.000=-17.000
mean360.157-385.598=-25.441
σ43.171-107.437=-64.266
min342.292-342.334=-0.041
max466.857-651.426=-184.569
op=load_product(), with indexes
mean7917.793-7917.793=0.000
σ0.469-0.469=-0.000
min7917.624-7917.625=-0.001
max7918.953-7918.954=-0.000
mean3268.375-3272.125=-3.750
σ1822.727-1822.961=-0.234
min808.000-809.000=-1.000
max5617.000-5619.000=-2.000
mean3611.682-3621.307=-9.625
σ925.345-1075.852=-150.508
min3073.146-3099.067=-25.920
max5677.823-6110.191=-432.368

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.077-62.077=0.000
σ0.002-0.002=-0.000
min62.076-62.076=0.000
max62.080
mean4034.750-4040.625=-5.875
σ2005.832-2008.187=-2.355
min1217.000-1218.000=-1.000
max7130.000-7147.000=-17.000
mean85.715-93.703=-7.988
σ19.065-24.482=-5.417
min70.277-71.269=-0.992
max117.529-125.851=-8.321
op=vertical_lookup_list() on unindexed missing Int
mean40.946
σ0.002
min40.945
max40.950
mean7130.000-7147.000=-17.000
σ0.000
min7130.000-7147.000=-17.000
max7130.000-7147.000=-17.000
mean60.902-61.100=-0.198
σ1.380-0.401=0.978
min59.467-60.282=-0.815
max64.160-61.542=2.618
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.688-66.688=0.000
σ0.002-0.002=0.000
min66.686
max66.691-66.691=0.000
mean7130.000-7147.000=-17.000
σ0.000
min7130.000-7147.000=-17.000
max7130.000-7147.000=-17.000
mean261.505-99.613=161.892
σ367.165-1.001=366.165
min97.619-98.199=-0.581
max1143.360-101.363=1041.997

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-14217.171=-0.000
σ4.303-4.303=0.000
min14215.576
max14227.820
mean4034.750-4040.625=-5.875
σ2005.832-2008.187=-2.355
min1217.000-1218.000=-1.000
max7130.000-7147.000=-17.000
mean8063.706-8057.943=5.763
σ1950.157-1691.807=258.350
min5960.781-6036.293=-75.512
max10839.552-10522.657=316.896
op=vertical_lookup_list() on indexed
mean13159.108-13159.109=-0.000
σ0.002-0.002=-0.000
min13159.106
max13159.110
mean7130.000-7147.000=-17.000
σ0.000
min7130.000-7147.000=-17.000
max7130.000-7147.000=-17.000
mean5289.262-5110.264=178.998
σ663.311-187.871=475.440
min4979.121-4985.187=-6.066
max6875.671-5485.006=1390.665

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean474.000-478.000=-4.000
σ0.000
min474.000-478.000=-4.000
max474.000-478.000=-4.000
mean388.555-377.470=11.085
σ7.556-21.124=-13.568
min377.214-343.694=33.520
max397.028-398.385=-1.357
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean559.000-562.000=-3.000
σ0.000
min559.000-562.000=-3.000
max559.000-562.000=-3.000
mean747.369-774.321=-26.952
σ65.361-15.845=49.516
min637.747-751.669=-113.922
max801.330-795.064=6.266

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.300-1024.301=-0.001
σ0.759-0.758=0.001
min1023.824-1023.827=-0.002
max1027.441-1027.438=0.003
mean1039.500-1057.950=-18.450
σ299.930-323.335=-23.405
min553.000-538.000=15.000
max1460.000-1575.000=-115.000
mean1.569-1.576=-0.007
σ0.070-0.079=-0.010
min1.495-1.493=0.002
max1.800-1.791=0.009

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.913
σ0.020
min0.903
max0.949
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.413-0.399=0.015
σ0.543-0.504=0.039
min0.146-0.139=0.006
max1.381-1.296=0.085
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.435-0.484=-0.049
σ0.208-0.327=-0.119
min0.326-0.330=-0.004
max0.806-1.069=-0.264
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.222-0.222=-0.000
σ0.024-0.024=-0.000
min0.206-0.206=-0.000
max0.265-0.265=-0.000
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.426-0.336=0.090
σ0.128-0.013=0.115
min0.332-0.323=0.009
max0.610-0.357=0.254

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean430.600-436.200=-5.600
σ1.342-1.789=-0.447
min430.000-433.000=-3.000
max433.000-437.000=-4.000
mean0.580-0.571=0.009
σ0.034-0.043=-0.010
min0.533-0.497=0.036
max0.620-0.605=0.015
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean440.000-437.000=3.000
σ0.000
min440.000-437.000=3.000
max440.000-437.000=3.000
mean0.494-0.474=0.020
σ0.020-0.061=-0.041
min0.473-0.373=0.100
max0.516-0.524=-0.008

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean440.000-437.000=3.000
σ0.000
min440.000-437.000=3.000
max440.000-437.000=3.000
mean2.611-2.597=0.014
σ0.107-0.104=0.003
min2.434-2.433=0.001
max3.169-2.854=0.316
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean440.000-437.000=3.000
σ0.000
min440.000-437.000=3.000
max440.000-437.000=3.000
mean2.599-2.546=0.052
σ0.085-0.076=0.010
min2.466-2.399=0.068
max2.882-2.819=0.063
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean440.000-437.000=3.000
σ0.000
min440.000-437.000=3.000
max440.000-437.000=3.000
mean0.306-0.308=-0.001
σ0.017-0.012=0.005
min0.287-0.293=-0.006
max0.447-0.388=0.058
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean440.000-437.000=3.000
σ0.000
min440.000-437.000=3.000
max440.000-437.000=3.000
mean0.287-0.294=-0.007
σ0.007-0.010=-0.003
min0.275-0.281=-0.006
max0.329-0.350=-0.021

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.537-298.944=-0.407
σ1.019-1.048=-0.028
min298.045-298.511=-0.466
max301.418-301.920=-0.502
mean442.800-444.700=-1.900
σ15.230-18.129=-2.899
min417.000
max467.000-471.000=-4.000
mean0.610-0.604=0.006
σ0.018-0.027=-0.009
min0.581-0.539=0.043
max0.645-0.641=0.004

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678-236.678=-0.000
σ0.000-0.000=-0.000
min236.678
max236.678-236.678=-0.000
mean1054.750-1067.625=-12.875
σ26.163-26.517=-0.354
min990.000-1002.000=-12.000
max1064.000-1077.000=-13.000
mean207.162-209.952=-2.790
σ3.414-2.621=0.793
min202.235-206.471=-4.236
max210.971-213.729=-2.758
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1054.750-1067.625=-12.875
σ26.163-26.517=-0.354
min990.000-1002.000=-12.000
max1064.000-1077.000=-13.000
mean9.635-9.157=0.478
σ1.788-1.914=-0.126
min6.471-6.456=0.015
max13.141-12.564=0.577
phase=parser
mean1042.360
σ0.000
min1042.360
max1042.361
mean1054.750-1067.625=-12.875
σ26.163-26.517=-0.354
min990.000-1002.000=-12.000
max1064.000-1077.000=-13.000
mean560.481-511.760=48.721
σ103.483-113.821=-10.338
min416.064-404.518=11.546
max759.462-723.460=36.002
phase=processProdDef
mean4850.768
σ0.000
min4850.768
max4850.768
mean1064.000-1077.000=-13.000
σ0.000
min1064.000-1077.000=-13.000
max1064.000-1077.000=-13.000
mean4815.100-4766.916=48.185
σ395.409-352.913=42.496
min4249.973-4427.044=-177.071
max5364.447-5436.885=-72.437
phase=renaming
mean21.675
σ0.000
min21.675
max21.675
mean1054.750-1067.625=-12.875
σ26.163-26.517=-0.354
min990.000-1002.000=-12.000
max1064.000-1077.000=-13.000
mean38.756-36.530=2.225
σ7.903-10.516=-2.614
min20.769-20.763=0.005
max48.866-49.212=-0.345
phase=type checker
mean990.450
σ0.071
min990.344
max990.563
mean1054.750-1067.625=-12.875
σ26.163-26.517=-0.354
min990.000-1002.000=-12.000
max1064.000-1077.000=-13.000
mean715.826-745.341=-29.515
σ60.678-100.267=-39.589
min657.696-652.015=5.681
max821.330-888.176=-66.846

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.820-293.822=-0.002
σ0.040-0.038=0.002
min293.766-293.769=-0.002
max293.863-293.862=0.001
mean443.000-442.000=1.000
σ0.000
min443.000-442.000=1.000
max443.000-442.000=1.000
mean0.393-0.392=0.002
σ0.001-0.001=-0.000
min0.392-0.391=0.001
max0.395-0.394=0.001
iters=5
new-facts=1
prior-facts=6402
mean1320.220-1320.221=-0.001
σ0.032-0.035=-0.003
min1320.174-1320.167=0.007
max1320.256-1320.258=-0.001
mean1072.200-1097.600=-25.400
σ167.573-189.442=-21.869
min845.000-837.000=8.000
max1273.000-1324.000=-51.000
mean2.243-2.230=0.013
σ0.074-0.060=0.015
min2.139-2.163=-0.023
max2.343-2.318=0.025
iters=5
new-facts=6402
prior-facts=1
mean1560.623-1560.611=0.012
σ6.219-6.216=0.002
min1557.643-1557.620=0.023
max1571.743-1571.727=0.016
mean618.400-617.200=1.200
σ82.851-81.729=1.122
min493.000
max716.000-712.000=4.000
mean2.328-2.299=0.029
σ0.161-0.161=-0.000
min2.214-2.179=0.035
max2.606-2.581=0.025
iters=5
new-facts=6402
prior-facts=6402
mean1882.172-1882.170=0.002
σ0.055-0.066=-0.011
min1882.111-1882.085=0.026
max1882.247-1882.258=-0.011
mean1699.600-1731.000=-31.400
σ250.263-174.429=75.834
min1391.000-1471.000=-80.000
max2031.000-1880.000=151.000
mean2.970-3.127=-0.157
σ0.087-0.253=-0.166
min2.851-2.901=-0.050
max3.065-3.531=-0.466

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.704-1.660=0.044
σ0.129-0.099=0.030
min1.548-1.547=0.000
max1.874-1.777=0.097

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.082-452.082=0.000
σ582.723-582.721=0.002
min160.716-160.720=-0.004
max1326.167-1326.163=0.004
mean102.250
σ8.500
min98.000
max115.000
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean0.522-0.532=-0.011
σ0.506-0.521=-0.015
min0.249-0.270=-0.021
max1.280-1.314=-0.034
policies=20
mean1607.536-1607.527=0.009
σ0.416-0.397=0.019
min1607.255-1607.256=-0.001
max1608.153-1608.115=0.038
mean980.000
σ0.000
min980.000
max980.000
mean450.500-445.000=5.500
σ8.660-4.619=4.041
min443.000-441.000=2.000
max458.000-449.000=9.000
mean2.694-2.672=0.022
σ0.024-0.021=0.002
min2.666-2.643=0.023
max2.721-2.694=0.027
policies=200
mean16083.429-16083.444=-0.015
σ0.179-0.165=0.013
min16083.270-16083.291=-0.021
max16083.683-16083.654=0.029
mean9800.000
σ0.000
min9800.000
max9800.000
mean496.500-497.750=-1.250
σ4.203-4.031=0.172
min492.000-493.000=-1.000
max502.000
mean27.270-27.213=0.057
σ0.143-0.077=0.066
min27.155-27.143=0.012
max27.474-27.296=0.178