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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
mean558.664-558.633=0.031
σ0.000
min558.664-558.633=0.031
max558.664-558.633=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
mean54.881-54.671=0.210
σ0.361-0.358=0.003
min54.742-54.539=0.203
max55.906-55.688=0.218
mean416.000-419.000=-3.000
σ0.000
min416.000-419.000=-3.000
max416.000-419.000=-3.000
mean0.142-0.141=0.000
σ0.006-0.005=0.001
min0.137-0.137=0.000
max0.153-0.149=0.004
cache=y
dps=1
iters=10
policies=100
mean43.850-43.700=0.150
σ0.005-0.006=-0.000
min43.842-43.692=0.150
max43.860-43.707=0.153
mean416.000-419.000=-3.000
σ0.000
min416.000-419.000=-3.000
max416.000-419.000=-3.000
mean0.125-0.122=0.002
σ0.004-0.005=-0.001
min0.122-0.117=0.005
max0.133-0.132=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
min36.616-36.616=-0.000
max36.620-36.620=0.000
mean4043.500-3863.875=179.625
σ2009.675-1831.582=178.092
min1217.000-1280.000=-63.000
max7149.000-6113.000=1036.000
mean12.694-12.758=-0.064
σ1.739-0.288=1.451
min11.912-12.431=-0.519
max16.980-13.199=3.781
op=column_set() on indexed, repeat
mean36.618-36.618=0.001
σ0.002-0.002=0.000
min36.616-36.616=0.000
max36.620-36.620=-0.000
mean4043.500-3863.875=179.625
σ2009.675-1831.582=178.092
min1217.000-1280.000=-63.000
max7149.000-6113.000=1036.000
mean12.578-12.687=-0.110
σ1.977-0.780=1.197
min11.178-11.421=-0.243
max17.229-13.856=3.373
op=table_records(), no indexes
mean41.930-41.929=0.000
σ0.002-0.002=0.000
min41.928-41.928=0.000
max41.932-41.932=0.000
mean7149.000-6113.000=1036.000
σ0.000
min7149.000-6113.000=1036.000
max7149.000-6113.000=1036.000
mean14.697-15.115=-0.418
σ0.144-0.384=-0.240
min14.500-14.482=0.018
max14.957-15.680=-0.723
op=table_records(), repeat
mean41.929-41.928=0.001
σ0.002-0.000=0.002
min41.927-41.928=-0.000
max41.932-41.929=0.004
mean4043.500-3863.875=179.625
σ2009.675-1831.582=178.092
min1217.000-1280.000=-63.000
max7149.000-6113.000=1036.000
mean14.013-14.065=-0.052
σ1.646-1.829=-0.183
min10.247-11.067=-0.820
max15.384-16.448=-1.064
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
mean4043.500-3863.875=179.625
σ2009.675-1831.582=178.092
min1217.000-1280.000=-63.000
max7149.000-6113.000=1036.000
mean9.388-9.350=0.038
σ1.595-1.547=0.048
min8.038-8.288=-0.251
max12.106-13.125=-1.019
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401-26.402=-0.000
σ0.002-0.002=-0.000
min26.400-26.400=0.000
max26.404-26.404=0.000
mean4043.500-3863.875=179.625
σ2009.675-1831.582=178.092
min1217.000-1280.000=-63.000
max7149.000-6113.000=1036.000
mean7.148-7.119=0.030
σ1.628-0.995=0.633
min5.925-6.219=-0.294
max9.812-9.499=0.312
op=vertical_lookup_row_list() on 2 indexed
mean25.668-25.669=-0.001
σ0.004-0.003=0.002
min25.665-25.666=-0.000
max25.678-25.674=0.004
mean4043.500-3863.875=179.625
σ2009.675-1831.582=178.092
min1217.000-1280.000=-63.000
max7149.000-6113.000=1036.000
mean5.566-6.029=-0.463
σ0.542-0.107=0.436
min5.251-5.825=-0.574
max6.876-6.116=0.760
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=-0.000
σ0.002-0.002=-0.001
min25.968-25.968=0.000
max25.972-25.974=-0.001
mean4043.500-3863.875=179.625
σ2009.675-1831.582=178.092
min1217.000-1280.000=-63.000
max7149.000-6113.000=1036.000
mean5.399-5.756=-0.357
σ0.460-0.271=0.189
min5.087-5.154=-0.067
max6.499-6.004=0.496

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.613-2524.604=-1502.991
σ0.002-0.002=-0.000
min1021.612-2524.602=-1502.990
max1021.616-2524.606=-1502.991
mean7149.000-6113.000=1036.000
σ0.000
min7149.000-6113.000=1036.000
max7149.000-6113.000=1036.000
mean374.308-1380.461=-1006.153
σ79.599-607.770=-528.171
min343.433-1046.711=-703.278
max571.240-2418.772=-1847.532
op=load_product(), with indexes
mean7917.793-7878.102=39.690
σ0.469-0.470=-0.000
min7917.625-7877.935=39.690
max7918.954-7879.264=39.689
mean3274.875-3228.500=46.375
σ1825.216-1829.611=-4.395
min809.000-810.000=-1.000
max5624.000-6113.000=-489.000
mean3658.245-3577.527=80.718
σ1038.497-934.951=103.546
min3070.515-3101.024=-30.509
max6036.809-5651.964=384.845

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.077-62.078=-0.000
σ0.002-0.002=-0.000
min62.076-62.076=0.000
max62.080-62.080=-0.000
mean4043.500-3863.875=179.625
σ2009.675-1831.582=178.092
min1217.000-1280.000=-63.000
max7149.000-6113.000=1036.000
mean88.482-90.972=-2.490
σ20.978-20.255=0.723
min69.692-70.771=-1.079
max117.258-126.118=-8.859
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=-0.000
σ0.002-0.002=0.000
min40.945-40.945=0.000
max40.950-40.949=0.001
mean7149.000-6113.000=1036.000
σ0.000
min7149.000-6113.000=1036.000
max7149.000-6113.000=1036.000
mean60.642-63.801=-3.160
σ1.309-3.788=-2.478
min59.502-60.802=-1.300
max63.778-69.242=-5.465
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.688-66.687=0.000
σ0.002-0.002=0.000
min66.686
max66.691-66.690=0.001
mean7149.000-6113.000=1036.000
σ0.000
min7149.000-6113.000=1036.000
max7149.000-6113.000=1036.000
mean99.493-100.018=-0.525
σ0.625-1.033=-0.408
min98.642-98.933=-0.291
max100.577-102.181=-1.603

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-11849.156=2368.015
σ4.303-4.304=-0.000
min14215.575-11847.562=2368.013
max14227.820-11859.806=2368.014
mean4043.500-3863.875=179.625
σ2009.675-1831.582=178.092
min1217.000-1280.000=-63.000
max7149.000-6113.000=1036.000
mean8004.461-6094.897=1909.564
σ1980.310-993.723=986.588
min5963.004-4991.868=971.136
max10983.517-7419.991=3563.526
op=vertical_lookup_list() on indexed
mean13159.108-10791.094=2368.015
σ0.002-0.002=-0.000
min13159.106-10791.091=2368.015
max13159.110-10791.096=2368.014
mean7149.000-6113.000=1036.000
σ0.000
min7149.000-6113.000=1036.000
max7149.000-6113.000=1036.000
mean5277.361-5216.997=60.364
σ594.570-1632.981=-1038.411
min4991.534-4039.635=951.899
max6697.683-7571.910=-874.227

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
mean362.827-389.153=-26.326
σ35.619-15.996=19.623
min291.720-350.459=-58.739
max394.130-402.099=-7.969
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean562.000-560.000=2.000
σ0.000
min562.000-560.000=2.000
max562.000-560.000=2.000
mean739.148-760.217=-21.069
σ76.360-32.726=43.634
min584.521-685.782=-101.260
max805.016-795.566=9.450

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.300-1024.329=-0.029
σ0.759-0.759=0.000
min1023.827-1023.855=-0.028
max1027.437-1027.465=-0.028
mean1042.450-1050.850=-8.400
σ300.010-320.186=-20.176
min556.000-544.000=12.000
max1463.000-1567.000=-104.000
mean1.541-1.550=-0.008
σ0.060-0.092=-0.031
min1.472-1.360=0.112
max1.697-1.813=-0.117

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
mean0.309-0.447=-0.138
σ0.291-0.617=-0.326
min0.151-0.142=0.009
max0.826-1.549=-0.723
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.480-0.479=0.001
σ0.319-0.322=-0.004
min0.326-0.322=0.004
max1.050-1.055=-0.006
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.221-0.219=0.002
σ0.021-0.022=-0.001
min0.206-0.202=0.004
max0.257-0.257=-0.001
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.331-0.338=-0.007
σ0.016-0.013=0.002
min0.320-0.327=-0.007
max0.358-0.361=-0.003

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.600-436.000=0.600
σ6.066-5.612=0.454
min431.000
max443.000-442.000=1.000
mean0.524-0.537=-0.013
σ0.050-0.036=0.014
min0.470-0.478=-0.009
max0.602-0.571=0.031
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean443.000-442.000=1.000
σ0.000
min443.000-442.000=1.000
max443.000-442.000=1.000
mean0.498-0.461=0.037
σ0.020-0.045=-0.025
min0.477-0.410=0.067
max0.520-0.521=-0.001

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean443.000-442.000=1.000
σ0.000
min443.000-442.000=1.000
max443.000-442.000=1.000
mean2.618-2.682=-0.064
σ0.086-0.126=-0.040
min2.445-2.513=-0.068
max2.936-3.395=-0.459
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean443.000-442.000=1.000
σ0.000
min443.000-442.000=1.000
max443.000-442.000=1.000
mean2.549-2.214=0.335
σ0.062-0.325=-0.263
min2.418-1.828=0.591
max2.797-2.839=-0.042
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean443.000-442.000=1.000
σ0.000
min443.000-442.000=1.000
max443.000-442.000=1.000
mean0.308-0.310=-0.002
σ0.017-0.009=0.008
min0.291-0.295=-0.003
max0.417-0.354=0.063
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean443.000-442.000=1.000
σ0.000
min443.000-442.000=1.000
max443.000-442.000=1.000
mean0.295-0.296=-0.001
σ0.007-0.008=-0.000
min0.281-0.283=-0.002
max0.339-0.326=0.013

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.692-298.756=-0.064
σ1.038-1.065=-0.027
min298.327-298.345=-0.018
max301.644-301.782=-0.138
mean441.800-444.100=-2.300
σ16.322-16.052=0.270
min417.000-421.000=-4.000
max468.000-471.000=-3.000
mean0.593-0.597=-0.004
σ0.035-0.029=0.006
min0.527-0.528=-0.001
max0.638-0.640=-0.002

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678-236.678=-0.000
σ0.000-0.000=0.000
min236.678-236.678=-0.000
max236.678-236.678=0.000
mean1064.875-1679.625=-614.750
σ34.295-1.061=33.234
min980.000-1677.000=-697.000
max1077.000-1680.000=-603.000
mean203.855-215.553=-11.698
σ2.968-3.274=-0.306
min200.425-210.432=-10.007
max208.466-219.813=-11.347
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1064.875-1679.625=-614.750
σ34.295-1.061=33.234
min980.000-1677.000=-697.000
max1077.000-1680.000=-603.000
mean10.048-10.986=-0.938
σ2.531-2.288=0.243
min6.558-6.409=0.149
max12.812-12.848=-0.036
phase=parser
mean1042.366-1042.367=-0.002
σ0.001-0.000=0.001
min1042.363-1042.367=-0.004
max1042.366-1042.367=-0.001
mean1064.875-1679.625=-614.750
σ34.295-1.061=33.234
min980.000-1677.000=-697.000
max1077.000-1680.000=-603.000
mean577.633-633.099=-55.466
σ125.907-109.751=16.156
min403.653-423.437=-19.783
max720.663-726.469=-5.805
phase=processProdDef
mean4850.765-4753.276=97.489
σ0.000-0.000=-0.000
min4850.765-4753.276=97.489
max4850.765-4753.276=97.489
mean1077.000-1680.000=-603.000
σ0.000
min1077.000-1680.000=-603.000
max1077.000-1680.000=-603.000
mean4669.794-4228.956=440.838
σ498.763-803.486=-304.724
min3743.943-3223.526=520.417
max5428.587-5295.235=133.353
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1064.875-1679.625=-614.750
σ34.295-1.061=33.234
min980.000-1677.000=-697.000
max1077.000-1680.000=-603.000
mean37.836-39.814=-1.979
σ11.557-10.261=1.295
min19.908-20.412=-0.504
max47.763-48.482=-0.720
phase=type checker
mean990.453-990.454=-0.000
σ0.072-0.071=0.001
min990.344-990.348=-0.004
max990.567
mean1064.875-1679.625=-614.750
σ34.295-1.061=33.234
min980.000-1677.000=-697.000
max1077.000-1680.000=-603.000
mean747.410-791.307=-43.897
σ93.821-95.678=-1.857
min640.420-661.460=-21.040
max882.400-893.037=-10.637

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.821-293.916=-0.095
σ0.038-0.039=-0.001
min293.768-293.864=-0.096
max293.860-293.957=-0.097
mean443.000-442.200=0.800
σ0.000-1.643=-1.643
min443.000-441.000=2.000
max443.000-444.000=-1.000
mean0.393-0.393=-0.000
σ0.000-0.003=-0.002
min0.392-0.391=0.002
max0.394-0.396=-0.003
iters=5
new-facts=1
prior-facts=6402
mean1320.223-1320.304=-0.081
σ0.029-0.034=-0.005
min1320.174-1320.261=-0.087
max1320.247-1320.342=-0.095
mean1084.600-1108.800=-24.200
σ179.553-167.944=11.609
min851.000-895.000=-44.000
max1309.000-1319.000=-10.000
mean2.239-2.238=0.001
σ0.038-0.091=-0.053
min2.186-2.112=0.074
max2.278-2.329=-0.051
iters=5
new-facts=6402
prior-facts=1
mean1560.612-1559.450=1.162
σ6.245-3.394=2.851
min1557.612-1557.749=-0.137
max1571.779-1565.514=6.266
mean620.400-622.200=-1.800
σ83.494-89.595=-6.100
min495.000-508.000=-13.000
max720.000-725.000=-5.000
mean2.333-2.379=-0.046
σ0.256-0.289=-0.033
min2.198-2.148=0.051
max2.790-2.857=-0.067
iters=5
new-facts=6402
prior-facts=6402
mean1882.147-1882.265=-0.118
σ0.046-0.074=-0.028
min1882.099-1882.182=-0.083
max1882.221-1882.350=-0.129
mean1735.200-1750.200=-15.000
σ226.928-211.176=15.752
min1440.000-1468.000=-28.000
max1953.000-1950.000=3.000
mean3.069-3.237=-0.168
σ0.220-0.399=-0.179
min2.862-2.920=-0.058
max3.384-3.909=-0.525

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.718-1.662=0.056
σ0.148-0.128=0.019
min1.469-1.525=-0.056
max1.839-1.830=0.009

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.082-452.411=-0.330
σ582.722-583.278=-0.556
min160.718-160.767=-0.049
max1326.165-1327.328=-1.163
mean102.250
σ8.500
min98.000
max115.000
mean443.000-444.000=-1.000
σ0.000
min443.000-444.000=-1.000
max443.000-444.000=-1.000
mean0.536-0.510=0.026
σ0.527-0.482=0.045
min0.265-0.269=-0.003
max1.327-1.233=0.094
policies=20
mean1607.524-1608.048=-0.525
σ0.406-0.423=-0.017
min1607.248-1607.762=-0.514
max1608.124-1608.677=-0.553
mean980.000
σ0.000
min980.000
max980.000
mean446.750-451.500=-4.750
σ7.500-11.091=-3.591
min443.000-444.000=-1.000
max458.000-468.000=-10.000
mean2.681-2.716=-0.035
σ0.013-0.013=0.000
min2.661-2.697=-0.036
max2.691-2.726=-0.036
policies=200
mean16083.348-16088.581=-5.233
σ0.110-0.139=-0.029
min16083.237-16088.451=-5.214
max16083.479-16088.766=-5.287
mean9800.000
σ0.000
min9800.000
max9800.000
mean497.750-497.500=0.250
σ5.315-3.317=1.998
min492.000-495.000=-3.000
max504.000-502.000=2.000
mean27.116-27.204=-0.088
σ0.042-0.043=-0.001
min27.072-27.164=-0.092
max27.172-27.262=-0.090