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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
σ0.358-0.357=0.001
min54.750-54.755=-0.005
max55.908-55.904=0.003
mean419.000
σ0.000
min419.000
max419.000
mean0.149-0.141=0.008
σ0.012-0.005=0.007
min0.136-0.138=-0.002
max0.171-0.148=0.022
cache=y
dps=1
iters=10
policies=100
mean43.857-43.853=0.004
σ0.006-0.005=0.001
min43.849-43.847=0.002
max43.864-43.864=0.001
mean419.000
σ0.000
min419.000
max419.000
mean0.123-0.122=0.001
σ0.005-0.005=0.001
min0.116-0.116=0.000
max0.130-0.130=0.000

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
mean4029.125-4030.375=-1.250
σ2000.289-2001.780=-1.491
min1218.000-1217.000=1.000
max7127.000-7128.000=-1.000
mean12.366-12.027=0.339
σ0.294-0.334=-0.040
min11.971-11.603=0.368
max12.760-12.499=0.261
op=column_set() on indexed, repeat
mean36.618-36.618=-0.000
σ0.002-0.002=-0.000
min36.616
max36.620-36.620=-0.000
mean4029.125-4030.375=-1.250
σ2000.289-2001.780=-1.491
min1218.000-1217.000=1.000
max7127.000-7128.000=-1.000
mean12.317-12.513=-0.196
σ0.730-0.306=0.424
min11.321-12.058=-0.737
max13.105-12.826=0.279
op=table_records(), no indexes
mean41.929-41.930=-0.000
σ0.002-0.002=0.000
min41.928-41.928=-0.000
max41.932
mean7127.000-7128.000=-1.000
σ0.000
min7127.000-7128.000=-1.000
max7127.000-7128.000=-1.000
mean14.320-13.865=0.455
σ1.362-1.568=-0.206
min10.970-11.267=-0.297
max14.951-15.109=-0.157
op=table_records(), repeat
mean41.929-41.930=-0.000
σ0.002-0.002=-0.000
min41.927-41.927=-0.000
max41.932-41.932=-0.000
mean4029.125-4030.375=-1.250
σ2000.289-2001.780=-1.491
min1218.000-1217.000=1.000
max7127.000-7128.000=-1.000
mean13.208-12.806=0.402
σ1.898-1.829=0.069
min10.852-10.267=0.585
max14.992-14.650=0.342
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
mean4029.125-4030.375=-1.250
σ2000.289-2001.780=-1.491
min1218.000-1217.000=1.000
max7127.000-7128.000=-1.000
mean8.394-8.614=-0.220
σ0.369-0.349=0.019
min7.834-8.051=-0.218
max8.777-9.006=-0.229
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
mean4029.125-4030.375=-1.250
σ2000.289-2001.780=-1.491
min1218.000-1217.000=1.000
max7127.000-7128.000=-1.000
mean6.505-6.205=0.299
σ0.197-0.176=0.021
min6.211-5.966=0.245
max6.812-6.426=0.385
op=vertical_lookup_row_list() on 2 indexed
mean25.668-25.668=0.000
σ0.004-0.004=0.000
min25.665-25.665=0.000
max25.678-25.677=0.000
mean4029.125-4030.375=-1.250
σ2000.289-2001.780=-1.491
min1218.000-1217.000=1.000
max7127.000-7128.000=-1.000
mean5.518-5.525=-0.007
σ0.157-0.106=0.051
min5.336-5.341=-0.005
max5.800-5.656=0.144
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970
σ0.002-0.002=-0.000
min25.969-25.969=0.000
max25.972
mean4029.125-4030.375=-1.250
σ2000.289-2001.780=-1.491
min1218.000-1217.000=1.000
max7127.000-7128.000=-1.000
mean5.316-5.073=0.243
σ0.115-0.099=0.016
min5.124-4.953=0.171
max5.456-5.282=0.174

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
mean7127.000-7128.000=-1.000
σ0.000
min7127.000-7128.000=-1.000
max7127.000-7128.000=-1.000
mean361.178-345.541=15.637
σ42.730-2.589=40.142
min344.417-340.546=3.872
max466.854-349.847=117.008
op=load_product(), with indexes
mean7917.793-7917.792=0.000
σ0.469-0.469=0.000
min7917.625-7917.625=0.001
max7918.954-7918.953=0.000
mean3262.750-3264.500=-1.750
σ1815.183-1816.427=-1.243
min810.000-809.000=1.000
max5599.000-5604.000=-5.000
mean3746.256-3643.662=102.594
σ1214.004-1096.127=117.877
min3089.918-3098.341=-8.424
max6025.087-6130.058=-104.971

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
mean4029.125-4030.375=-1.250
σ2000.289-2001.780=-1.491
min1218.000-1217.000=1.000
max7127.000-7128.000=-1.000
mean83.746-82.657=1.089
σ16.598-12.862=3.735
min69.913-70.753=-0.840
max110.627-105.837=4.789
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=0.000
σ0.002-0.002=-0.000
min40.945-40.944=0.000
max40.950
mean7127.000-7128.000=-1.000
σ0.000
min7127.000-7128.000=-1.000
max7127.000-7128.000=-1.000
mean85.557-64.418=21.139
σ66.520-6.415=60.105
min60.621-59.739=0.882
max250.034-75.586=174.449
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
mean7127.000-7128.000=-1.000
σ0.000
min7127.000-7128.000=-1.000
max7127.000-7128.000=-1.000
mean211.053-100.087=110.966
σ312.719-5.219=307.500
min98.381-96.967=1.413
max984.974-109.398=875.576

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-14217.171=0.001
σ4.303-4.304=-0.000
min14215.576-14215.575=0.001
max14227.820-14227.820=-0.000
mean4029.125-4030.375=-1.250
σ2000.289-2001.780=-1.491
min1218.000-1217.000=1.000
max7127.000-7128.000=-1.000
mean8258.356-8097.270=161.086
σ2001.803-1854.801=147.002
min5964.943-5972.791=-7.847
max10898.330-10594.205=304.125
op=vertical_lookup_list() on indexed
mean13159.109-13159.109=-0.000
σ0.002-0.001=0.000
min13159.106-13159.107=-0.001
max13159.110
mean7127.000-7128.000=-1.000
σ0.000
min7127.000-7128.000=-1.000
max7127.000-7128.000=-1.000
mean5465.105-5628.303=-163.198
σ1045.088-1096.914=-51.826
min4989.925-5003.553=-13.628
max8019.288-8152.152=-132.863

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean478.000-477.000=1.000
σ0.000
min478.000-477.000=1.000
max478.000-477.000=1.000
mean360.745-372.071=-11.325
σ34.051-21.721=12.330
min292.689-339.360=-46.671
max390.108-392.887=-2.779
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean559.250-561.000=-1.750
σ0.463-0.000=0.463
min559.000-561.000=-2.000
max560.000-561.000=-1.000
mean728.405-739.818=-11.412
σ72.615-54.953=17.661
min591.345-625.426=-34.081
max794.737-792.912=1.825

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.299-1024.298=0.001
σ0.759-0.759=-0.000
min1023.821-1023.823=-0.001
max1027.437-1027.437=0.000
mean1046.850-1050.850=-4.000
σ314.275-314.849=-0.574
min570.000-575.000=-5.000
max1511.000-1518.000=-7.000
mean1.595-1.577=0.018
σ0.096-0.074=0.022
min1.491-1.507=-0.015
max1.797-1.782=0.015

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
mean0.403-0.289=0.114
σ0.505-0.299=0.206
min0.135-0.128=0.007
max1.304-0.819=0.485
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.478-0.481=-0.003
σ0.306-0.329=-0.023
min0.328-0.319=0.009
max1.025-1.070=-0.044
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.215-0.218=-0.003
σ0.027-0.022=0.005
min0.194-0.200=-0.006
max0.261-0.255=0.006
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.330-0.337=-0.007
σ0.016-0.022=-0.006
min0.319-0.321=-0.002
max0.357-0.375=-0.018

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.000-433.600=2.400
σ2.236-3.130=-0.894
min432.000-431.000=1.000
max437.000
mean0.529-0.596=-0.067
σ0.039-0.010=0.029
min0.479-0.584=-0.105
max0.587-0.606=-0.019
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
mean0.491-0.446=0.045
σ0.042-0.026=0.016
min0.438-0.415=0.022
max0.527-0.477=0.051

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
mean2.608-1.957=0.651
σ0.077-0.066=0.010
min2.481-1.856=0.625
max2.819-2.171=0.649
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
mean2.630-1.964=0.666
σ0.144-0.065=0.079
min2.469-1.836=0.633
max3.783-2.179=1.604
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
mean0.300-0.303=-0.003
σ0.009-0.009=0.000
min0.286-0.289=-0.003
max0.360-0.358=0.002
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
mean0.289-0.288=0.001
σ0.007-0.007=-0.000
min0.276-0.274=0.002
max0.322-0.331=-0.008

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.799-298.654=0.144
σ1.026-1.052=-0.026
min298.381-298.218=0.163
max301.713-301.645=0.068
mean441.300-444.400=-3.100
σ14.275-16.022=-1.747
min420.000-425.000=-5.000
max463.000-469.000=-6.000
mean0.602-0.599=0.002
σ0.017-0.015=0.003
min0.576-0.573=0.003
max0.633-0.621=0.012

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
mean1053.875-1056.625=-2.750
σ25.809-26.517=-0.707
min990.000-991.000=-1.000
max1063.000-1066.000=-3.000
mean210.085-209.549=0.536
σ1.730-3.494=-1.764
min206.749-205.123=1.626
max211.663-213.798=-2.135
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1053.875-1056.625=-2.750
σ25.809-26.517=-0.707
min990.000-991.000=-1.000
max1063.000-1066.000=-3.000
mean8.274-9.437=-1.164
σ1.457-1.855=-0.398
min6.286-6.515=-0.229
max9.656-12.876=-3.220
phase=parser
mean1042.361-1042.360=0.000
σ0.000-0.000=-0.000
min1042.360
max1042.361
mean1053.875-1056.625=-2.750
σ25.809-26.517=-0.707
min990.000-991.000=-1.000
max1063.000-1066.000=-3.000
mean475.058-554.497=-79.439
σ91.816-130.718=-38.902
min378.499-442.045=-63.545
max621.823-836.412=-214.589
phase=processProdDef
mean4850.768
σ0.000
min4850.768
max4850.768
mean1063.000-1066.000=-3.000
σ0.000
min1063.000-1066.000=-3.000
max1063.000-1066.000=-3.000
mean4931.326-4807.473=123.853
σ598.063-483.602=114.461
min3694.850-3932.817=-237.967
max5408.502-5493.900=-85.398
phase=renaming
mean21.675
σ0.000
min21.675
max21.675
mean1053.875-1056.625=-2.750
σ25.809-26.517=-0.707
min990.000-991.000=-1.000
max1063.000-1066.000=-3.000
mean31.881-37.840=-5.959
σ8.954-9.928=-0.974
min20.789-20.119=0.670
max40.150-51.652=-11.502
phase=type checker
mean990.450
σ0.071
min990.344
max990.563
mean1053.875-1056.625=-2.750
σ25.809-26.517=-0.707
min990.000-991.000=-1.000
max1063.000-1066.000=-3.000
mean742.277-777.334=-35.057
σ94.749-104.181=-9.432
min653.580-663.915=-10.335
max889.698-899.318=-9.620

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.822-293.823=-0.000
σ0.038-0.038=-0.001
min293.770-293.769=0.000
max293.862-293.862=-0.000
mean441.200-445.000=-3.800
σ1.643-0.000=1.643
min440.000-445.000=-5.000
max443.000-445.000=-2.000
mean0.393-0.395=-0.002
σ0.000-0.001=-0.000
min0.392-0.394=-0.002
max0.393-0.396=-0.002
iters=5
new-facts=1
prior-facts=6402
mean1320.195-1320.217=-0.022
σ0.059-0.033=0.026
min1320.130-1320.165=-0.035
max1320.265-1320.248=0.017
mean1079.600-1071.400=8.200
σ189.930-168.381=21.548
min838.000-843.000=-5.000
max1311.000-1273.000=38.000
mean2.214-2.294=-0.080
σ0.049-0.191=-0.142
min2.142-2.158=-0.015
max2.267-2.629=-0.363
iters=5
new-facts=6402
prior-facts=1
mean1560.688-1560.615=0.073
σ6.189-6.232=-0.043
min1557.756-1557.608=0.148
max1571.756-1571.759=-0.003
mean625.000-617.800=7.200
σ88.043-82.606=5.437
min519.000-493.000=26.000
max738.000-715.000=23.000
mean2.561-2.318=0.243
σ0.308-0.216=0.092
min2.195-2.157=0.038
max2.959-2.693=0.267
iters=5
new-facts=6402
prior-facts=6402
mean1882.174-1882.161=0.013
σ0.063-0.050=0.013
min1882.101-1882.113=-0.012
max1882.262-1882.246=0.016
mean1737.600-1696.800=40.800
σ191.410-246.843=-55.433
min1467.000-1391.000=76.000
max1913.000-2022.000=-109.000
mean3.199-2.951=0.247
σ0.339-0.059=0.279
min2.889-2.879=0.010
max3.769-3.013=0.755

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.645-1.637=0.008
σ0.166-0.205=-0.039
min1.457-1.321=0.137
max1.858-1.873=-0.015

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.082-452.080=0.002
σ582.721-582.723=-0.001
min160.720-160.716=0.003
max1326.164-1326.164=-0.000
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
mean0.544-0.539=0.005
σ0.545-0.521=0.024
min0.265-0.269=-0.004
max1.361-1.320=0.041
policies=20
mean1607.535-1607.518=0.017
σ0.416-0.413=0.002
min1607.253-1607.240=0.013
max1608.151-1608.131=0.021
mean980.000
σ0.000
min980.000
max980.000
mean450.500-449.000=1.500
σ8.660-9.238=-0.577
min443.000-441.000=2.000
max458.000-457.000=1.000
mean2.695-2.690=0.004
σ0.019-0.019=-0.001
min2.683-2.669=0.014
max2.723-2.714=0.009
policies=200
mean16083.420-16083.477=-0.057
σ0.178-0.158=0.021
min16083.303-16083.324=-0.022
max16083.685-16083.691=-0.006
mean9800.000
σ0.000
min9800.000
max9800.000
mean497.500-495.000=2.500
σ4.655-2.944=1.711
min492.000
max503.000-499.000=4.000
mean27.132-27.110=0.023
σ0.104-0.098=0.005
min27.027-26.976=0.051
max27.275-27.213=0.062