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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
mean54.881-54.880=0.001
σ0.361-0.357=0.004
min54.742-54.747=-0.005
max55.906-55.894=0.012
mean416.000-418.000=-2.000
σ0.000
min416.000-418.000=-2.000
max416.000-418.000=-2.000
mean0.142-0.141=0.001
σ0.006-0.004=0.002
min0.137-0.137=0.001
max0.153-0.147=0.006
cache=y
dps=1
iters=10
policies=100
mean43.850-43.848=0.002
σ0.005-0.004=0.001
min43.842-43.842=0.000
max43.860-43.857=0.003
mean416.000-418.000=-2.000
σ0.000
min416.000-418.000=-2.000
max416.000-418.000=-2.000
mean0.125-0.122=0.003
σ0.004-0.005=-0.001
min0.122-0.117=0.005
max0.133-0.130=0.003

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
mean4043.500-4042.250=1.250
σ2009.675-2008.850=0.825
min1217.000-1218.000=-1.000
max7149.000-7146.000=3.000
mean12.694-12.851=-0.156
σ1.739-0.655=1.084
min11.912-12.262=-0.351
max16.980-14.367=2.613
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
mean4043.500-4042.250=1.250
σ2009.675-2008.850=0.825
min1217.000-1218.000=-1.000
max7149.000-7146.000=3.000
mean12.578-12.985=-0.407
σ1.977-0.596=1.381
min11.178-11.646=-0.467
max17.229-13.513=3.716
op=table_records(), no indexes
mean41.930-41.930=-0.000
σ0.002-0.002=0.000
min41.928
max41.932
mean7149.000-7146.000=3.000
σ0.000
min7149.000-7146.000=3.000
max7149.000-7146.000=3.000
mean14.697-15.171=-0.474
σ0.144-0.161=-0.017
min14.500-14.933=-0.433
max14.957-15.399=-0.442
op=table_records(), repeat
mean41.929-41.930=-0.000
σ0.002-0.002=-0.000
min41.927
max41.932-41.932=0.000
mean4043.500-4042.250=1.250
σ2009.675-2008.850=0.825
min1217.000-1218.000=-1.000
max7149.000-7146.000=3.000
mean14.013-14.350=-0.337
σ1.646-1.461=0.185
min10.247-11.075=-0.828
max15.384-15.767=-0.383
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
mean4043.500-4042.250=1.250
σ2009.675-2008.850=0.825
min1217.000-1218.000=-1.000
max7149.000-7146.000=3.000
mean9.388-9.636=-0.248
σ1.595-1.391=0.204
min8.038-8.557=-0.519
max12.106-12.681=-0.575
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401
σ0.002-0.002=-0.000
min26.400
max26.404
mean4043.500-4042.250=1.250
σ2009.675-2008.850=0.825
min1217.000-1218.000=-1.000
max7149.000-7146.000=3.000
mean7.148-7.433=-0.285
σ1.628-1.213=0.415
min5.925-6.375=-0.450
max9.812-10.145=-0.333
op=vertical_lookup_row_list() on 2 indexed
mean25.668-25.668=0.000
σ0.004-0.004=-0.000
min25.665
max25.678-25.678=0.000
mean4043.500-4042.250=1.250
σ2009.675-2008.850=0.825
min1217.000-1218.000=-1.000
max7149.000-7146.000=3.000
mean5.566-5.989=-0.423
σ0.542-0.153=0.389
min5.251-5.790=-0.539
max6.876-6.183=0.693
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=0.000
σ0.002-0.002=0.000
min25.968-25.969=-0.000
max25.972-25.972=0.000
mean4043.500-4042.250=1.250
σ2009.675-2008.850=0.825
min1217.000-1218.000=-1.000
max7149.000-7146.000=3.000
mean5.399-5.804=-0.404
σ0.460-0.099=0.361
min5.087-5.694=-0.607
max6.499-5.995=0.504

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.613-1021.614=-0.000
σ0.002-0.002=0.000
min1021.612
max1021.616-1021.616=-0.000
mean7149.000-7146.000=3.000
σ0.000
min7149.000-7146.000=3.000
max7149.000-7146.000=3.000
mean374.308-362.994=11.314
σ79.599-42.364=37.235
min343.433-345.506=-2.072
max571.240-467.761=103.479
op=load_product(), with indexes
mean7917.793-7917.793=0.000
σ0.469-0.469=-0.000
min7917.625-7917.625=0.001
max7918.954-7918.954=-0.001
mean3274.875-3273.375=1.500
σ1825.216-1825.315=-0.099
min809.000-810.000=-1.000
max5624.000-5623.000=1.000
mean3658.245-3606.845=51.400
σ1038.497-1032.549=5.948
min3070.515-3083.371=-12.855
max6036.809-5973.199=63.610

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=0.001
max62.080
mean4043.500-4042.250=1.250
σ2009.675-2008.850=0.825
min1217.000-1218.000=-1.000
max7149.000-7146.000=3.000
mean88.482-87.340=1.143
σ20.978-19.912=1.066
min69.692-71.617=-1.926
max117.258-127.448=-10.189
op=vertical_lookup_list() on unindexed missing Int
mean40.946
σ0.002
min40.945
max40.950
mean7149.000-7146.000=3.000
σ0.000
min7149.000-7146.000=3.000
max7149.000-7146.000=3.000
mean60.642-62.125=-1.484
σ1.309-1.258=0.051
min59.502-60.829=-1.327
max63.778-65.065=-1.287
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
mean7149.000-7146.000=3.000
σ0.000
min7149.000-7146.000=3.000
max7149.000-7146.000=3.000
mean99.493-257.875=-158.382
σ0.625-355.505=-354.880
min98.642-98.700=-0.057
max100.577-1109.245=-1008.667

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-14217.171=0.000
σ4.303-4.304=-0.000
min14215.575
max14227.820
mean4043.500-4042.250=1.250
σ2009.675-2008.850=0.825
min1217.000-1218.000=-1.000
max7149.000-7146.000=3.000
mean8004.461-8011.853=-7.392
σ1980.310-1914.002=66.309
min5963.004-5952.758=10.246
max10983.517-10843.400=140.117
op=vertical_lookup_list() on indexed
mean13159.108-13159.108=0.000
σ0.002-0.002=-0.000
min13159.106-13159.105=0.001
max13159.110
mean7149.000-7146.000=3.000
σ0.000
min7149.000-7146.000=3.000
max7149.000-7146.000=3.000
mean5277.361-5261.622=15.739
σ594.570-572.617=21.953
min4991.534-4985.410=6.124
max6697.683-6619.549=78.134

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
mean362.827-357.327=5.499
σ35.619-40.660=-5.041
min291.720-296.401=-4.681
max394.130-394.060=0.070
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
mean739.148-756.781=-17.633
σ76.360-46.245=30.115
min584.521-649.121=-64.600
max805.016-789.230=15.787

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.300-1024.299=0.000
σ0.759-0.759=-0.000
min1023.827-1023.824=0.003
max1027.437-1027.438=-0.000
mean1042.450-1058.350=-15.900
σ300.010-314.594=-14.584
min556.000-564.000=-8.000
max1463.000-1521.000=-58.000
mean1.541-1.544=-0.002
σ0.060-0.074=-0.014
min1.472-1.469=0.003
max1.697-1.764=-0.067

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
mean0.309-0.396=-0.087
σ0.291-0.506=-0.215
min0.151-0.143=0.008
max0.826-1.299=-0.473
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.480-0.482=-0.002
σ0.319-0.317=0.001
min0.326-0.328=-0.002
max1.050-1.049=0.000
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.221-0.216=0.005
σ0.021-0.023=-0.002
min0.206-0.197=0.008
max0.257-0.256=0.001
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.331-0.330=0.001
σ0.016-0.018=-0.002
min0.320-0.315=0.004
max0.358-0.362=-0.003

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.600-435.600=1.000
σ6.066-5.079=0.987
min431.000
max443.000-441.000=2.000
mean0.524-0.574=-0.050
σ0.050-0.028=0.022
min0.470-0.547=-0.077
max0.602-0.613=-0.011
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean0.498-0.483=0.015
σ0.020-0.024=-0.004
min0.477-0.461=0.016
max0.520-0.520=-0.000

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean2.618-2.610=0.008
σ0.086-0.092=-0.006
min2.445-2.436=0.010
max2.936-2.977=-0.041
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean2.549-2.608=-0.059
σ0.062-0.092=-0.030
min2.418-2.447=-0.028
max2.797-2.925=-0.128
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean0.308-0.304=0.004
σ0.017-0.009=0.008
min0.291-0.290=0.002
max0.417-0.366=0.051
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean0.295-0.294=0.001
σ0.007-0.012=-0.005
min0.281-0.276=0.005
max0.339-0.375=-0.036

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.692-298.735=-0.043
σ1.038-0.972=0.065
min298.327-298.229=0.098
max301.644-301.489=0.154
mean441.800-442.800=-1.000
σ16.322-15.375=0.946
min417.000
max468.000
mean0.593-0.609=-0.016
σ0.035-0.016=0.019
min0.527-0.575=-0.049
max0.638-0.638=0.000

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
mean1064.875-1063.250=1.625
σ34.295-33.234=1.061
min980.000-981.000=-1.000
max1077.000-1075.000=2.000
mean203.855-204.918=-1.063
σ2.968-4.169=-1.201
min200.425-200.321=0.105
max208.466-210.940=-2.475
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1064.875-1063.250=1.625
σ34.295-33.234=1.061
min980.000-981.000=-1.000
max1077.000-1075.000=2.000
mean10.048-11.205=-1.157
σ2.531-2.107=0.424
min6.558-7.552=-0.994
max12.812-13.223=-0.411
phase=parser
mean1042.366-1042.366=-0.000
σ0.001-0.001=-0.000
min1042.363
max1042.366
mean1064.875-1063.250=1.625
σ34.295-33.234=1.061
min980.000-981.000=-1.000
max1077.000-1075.000=2.000
mean577.633-642.496=-64.863
σ125.907-146.148=-20.241
min403.653-413.312=-9.658
max720.663-842.494=-121.831
phase=processProdDef
mean4850.765-4850.765=0.000
σ0.000-0.000=0.000
min4850.765-4850.764=0.000
max4850.765-4850.765=0.001
mean1077.000-1075.000=2.000
σ0.000
min1077.000-1075.000=2.000
max1077.000-1075.000=2.000
mean4669.794-4986.471=-316.676
σ498.763-370.565=128.197
min3743.943-4532.103=-788.160
max5428.587-5466.147=-37.559
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1064.875-1063.250=1.625
σ34.295-33.234=1.061
min980.000-981.000=-1.000
max1077.000-1075.000=2.000
mean37.836-42.325=-4.489
σ11.557-8.378=3.179
min19.908-26.462=-6.554
max47.763-51.704=-3.942
phase=type checker
mean990.453
σ0.072
min990.344
max990.567
mean1064.875-1063.250=1.625
σ34.295-33.234=1.061
min980.000-981.000=-1.000
max1077.000-1075.000=2.000
mean747.410-831.217=-83.807
σ93.821-148.623=-54.802
min640.420-652.529=-12.109
max882.400-1124.511=-242.111

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.821-293.821=0.000
σ0.038-0.038=-0.000
min293.768-293.769=-0.001
max293.860-293.861=-0.001
mean443.000
σ0.000
min443.000
max443.000
mean0.393-0.392=0.001
σ0.000-0.001=-0.001
min0.392-0.391=0.001
max0.394-0.394=-0.000
iters=5
new-facts=1
prior-facts=6402
mean1320.223-1320.216=0.007
σ0.029-0.033=-0.004
min1320.174-1320.168=0.006
max1320.247-1320.256=-0.009
mean1084.600-1092.600=-8.000
σ179.553-183.028=-3.475
min851.000-838.000=13.000
max1309.000
mean2.239-2.285=-0.046
σ0.038-0.185=-0.147
min2.186-2.164=0.022
max2.278-2.613=-0.336
iters=5
new-facts=6402
prior-facts=1
mean1560.612-1560.617=-0.005
σ6.245-6.226=0.019
min1557.612-1557.617=-0.005
max1571.779-1571.749=0.030
mean620.400-617.800=2.600
σ83.494-82.105=1.390
min495.000-493.000=2.000
max720.000-713.000=7.000
mean2.333-2.302=0.031
σ0.256-0.183=0.072
min2.198-2.179=0.019
max2.790-2.627=0.163
iters=5
new-facts=6402
prior-facts=6402
mean1882.147-1882.172=-0.025
σ0.046-0.053=-0.007
min1882.099-1882.101=-0.002
max1882.221-1882.242=-0.021
mean1735.200-1743.000=-7.800
σ226.928-229.600=-2.672
min1440.000-1442.000=-2.000
max1953.000-1964.000=-11.000
mean3.069-3.015=0.054
σ0.220-0.160=0.060
min2.862-2.880=-0.017
max3.384-3.231=0.153

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.718-1.833=-0.115
σ0.148-0.067=0.080
min1.469-1.731=-0.262
max1.839-1.893=-0.054

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.082-452.083=-0.001
σ582.722-582.726=-0.003
min160.718-160.716=0.003
max1326.165-1326.171=-0.006
mean102.250
σ8.500
min98.000
max115.000
mean443.000-442.000=1.000
σ0.000
min443.000-442.000=1.000
max443.000-442.000=1.000
mean0.536-0.504=0.033
σ0.527-0.470=0.057
min0.265-0.266=-0.000
max1.327-1.209=0.118
policies=20
mean1607.524-1607.522=0.001
σ0.406-0.406=0.000
min1607.248-1607.245=0.002
max1608.124-1608.122=0.002
mean980.000
σ0.000
min980.000
max980.000
mean446.750-450.000=-3.250
σ7.500-9.238=-1.738
min443.000-442.000=1.000
max458.000
mean2.681-2.668=0.013
σ0.013-0.014=-0.001
min2.661-2.649=0.012
max2.691-2.679=0.011
policies=200
mean16083.348-16083.389=-0.041
σ0.110-0.167=-0.057
min16083.237-16083.285=-0.047
max16083.479-16083.638=-0.160
mean9800.000
σ0.000
min9800.000
max9800.000
mean497.750-495.250=2.500
σ5.315-4.193=1.122
min492.000-491.000=1.000
max504.000-501.000=3.000
mean27.116-27.083=0.033
σ0.042-0.033=0.008
min27.072-27.037=0.036
max27.172-27.110=0.062