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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
mean54.881-54.888=-0.006
σ0.359-0.357=0.002
min54.748-54.753=-0.006
max55.903-55.903=0.000
mean418.000
σ0.000
min418.000
max418.000
mean0.140-0.140=-0.000
σ0.006-0.005=0.001
min0.132-0.132=0.000
max0.150-0.147=0.004
cache=y
dps=1
iters=10
policies=100
mean43.850-43.856=-0.006
σ0.006-0.006=-0.000
min43.839-43.847=-0.008
max43.861-43.868=-0.007
mean418.000
σ0.000
min418.000
max418.000
mean0.125-0.123=0.002
σ0.003-0.005=-0.002
min0.122-0.117=0.005
max0.131-0.131=-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
mean4042.125-4041.125=1.000
σ2009.987-2006.520=3.467
min1218.000-1217.000=1.000
max7154.000-7142.000=12.000
mean13.092-13.086=0.006
σ0.516-0.321=0.195
min12.558-12.595=-0.037
max14.216-13.526=0.690
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
mean4042.125-4041.125=1.000
σ2009.987-2006.520=3.467
min1218.000-1217.000=1.000
max7154.000-7142.000=12.000
mean13.289-13.005=0.284
σ0.266-0.765=-0.499
min12.937-11.918=1.019
max13.624-13.741=-0.117
op=table_records(), no indexes
mean41.930-41.930=-0.000
σ0.002-0.002=0.000
min41.928
max41.933-41.933=0.000
mean7154.000-7142.000=12.000
σ0.000
min7154.000-7142.000=12.000
max7154.000-7142.000=12.000
mean15.078-15.519=-0.440
σ0.160-0.185=-0.025
min14.802-15.277=-0.476
max15.336-15.864=-0.528
op=table_records(), repeat
mean41.929-41.930=-0.000
σ0.002-0.002=-0.000
min41.927-41.928=-0.000
max41.932-41.932=-0.000
mean4042.125-4041.125=1.000
σ2009.987-2006.520=3.467
min1218.000-1217.000=1.000
max7154.000-7142.000=12.000
mean13.920-13.807=0.114
σ1.840-1.931=-0.090
min11.011-11.337=-0.326
max15.626-15.618=0.008
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.654=-0.000
σ0.136-0.136=-0.000
min27.604
max27.991-27.991=-0.000
mean4042.125-4041.125=1.000
σ2009.987-2006.520=3.467
min1218.000-1217.000=1.000
max7154.000-7142.000=12.000
mean9.636-9.186=0.450
σ1.255-0.552=0.703
min8.850-8.571=0.279
max12.584-9.822=2.762
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
mean4042.125-4041.125=1.000
σ2009.987-2006.520=3.467
min1218.000-1217.000=1.000
max7154.000-7142.000=12.000
mean7.258-6.751=0.507
σ1.292-0.318=0.974
min6.132-6.357=-0.225
max10.305-7.105=3.200
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
max25.678-25.678=-0.000
mean4042.125-4041.125=1.000
σ2009.987-2006.520=3.467
min1218.000-1217.000=1.000
max7154.000-7142.000=12.000
mean6.038-6.105=-0.067
σ0.118-0.121=-0.002
min5.831-5.883=-0.052
max6.181-6.267=-0.085
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=-0.000
σ0.002-0.002=0.000
min25.969-25.969=-0.000
max25.972
mean4042.125-4041.125=1.000
σ2009.987-2006.520=3.467
min1218.000-1217.000=1.000
max7154.000-7142.000=12.000
mean5.892-5.972=-0.080
σ0.186-0.162=0.024
min5.713-5.714=-0.001
max6.328-6.242=0.086

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
max1021.616-1021.616=0.001
mean7154.000-7142.000=12.000
σ0.000
min7154.000-7142.000=12.000
max7154.000-7142.000=12.000
mean361.545-382.809=-21.264
σ42.122-90.517=-48.395
min343.378-348.195=-4.817
max465.525-606.748=-141.222
op=load_product(), with indexes
mean7917.793-7917.793=-0.000
σ0.469-0.469=0.000
min7917.624-7917.625=-0.000
max7918.954
mean3272.500-3273.250=-0.750
σ1823.786-1822.868=0.917
min810.000-809.000=1.000
max5621.000-5618.000=3.000
mean3620.502-3618.854=1.648
σ1104.269-1083.909=20.360
min3070.327-3085.672=-15.345
max6182.075-6128.912=53.163

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
mean4042.125-4041.125=1.000
σ2009.987-2006.520=3.467
min1218.000-1217.000=1.000
max7154.000-7142.000=12.000
mean88.889-81.519=7.370
σ19.674-12.569=7.105
min71.136-71.588=-0.452
max122.145-109.541=12.604
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=-0.000
σ0.002-0.002=-0.000
min40.945
max40.950-40.950=-0.000
mean7154.000-7142.000=12.000
σ0.000
min7154.000-7142.000=12.000
max7154.000-7142.000=12.000
mean61.638-61.719=-0.081
σ1.086-0.491=0.594
min60.582-61.050=-0.468
max64.027-62.473=1.554
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
mean7154.000-7142.000=12.000
σ0.000
min7154.000-7142.000=12.000
max7154.000-7142.000=12.000
mean268.025-99.910=168.115
σ371.556-0.854=370.702
min98.450-98.985=-0.535
max1150.573-101.758=1048.815

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-14217.171=0.000
σ4.303-4.304=-0.000
min14215.576-14215.575=0.001
max14227.820
mean4042.125-4041.125=1.000
σ2009.987-2006.520=3.467
min1218.000-1217.000=1.000
max7154.000-7142.000=12.000
mean8038.435-7777.517=260.918
σ1961.053-1876.693=84.360
min5977.666-5991.514=-13.849
max10943.169-10977.135=-33.967
op=vertical_lookup_list() on indexed
mean13159.108-13159.109=-0.000
σ0.002-0.002=0.000
min13159.106
max13159.110
mean7154.000-7142.000=12.000
σ0.000
min7154.000-7142.000=12.000
max7154.000-7142.000=12.000
mean5272.488-5160.002=112.486
σ646.114-271.675=374.438
min4964.340-4996.296=-31.957
max6819.033-5741.477=1077.556

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean477.000-478.000=-1.000
σ0.000
min477.000-478.000=-1.000
max477.000-478.000=-1.000
mean364.488-389.593=-25.104
σ30.867-5.548=25.319
min301.170-377.482=-76.312
max389.191-394.814=-5.623
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean560.000-561.000=-1.000
σ0.000
min560.000-561.000=-1.000
max560.000-561.000=-1.000
mean757.741-781.186=-23.445
σ52.144-21.069=31.075
min632.068-743.523=-111.455
max797.583-804.384=-6.801

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.297-1024.299=-0.002
σ0.759-0.761=-0.002
min1023.822-1023.828=-0.006
max1027.435-1027.445=-0.009
mean1050.150-1057.800=-7.650
σ314.003-311.348=2.655
min574.000-564.000=10.000
max1514.000
mean1.577-1.560=0.017
σ0.079-0.085=-0.006
min1.507-1.483=0.024
max1.799-1.770=0.029

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.913
σ0.020
min0.903
max0.949
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.477-0.317=0.161
σ0.495-0.337=0.158
min0.248-0.140=0.107
max1.363-0.916=0.447
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.839-0.420=0.419
σ0.530-0.197=0.332
min0.583-0.318=0.264
max1.785-0.772=1.013
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.385-0.221=0.164
σ0.042-0.019=0.023
min0.354-0.204=0.150
max0.454-0.251=0.202
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.566-0.336=0.230
σ0.079-0.018=0.061
min0.431-0.323=0.108
max0.640-0.366=0.274

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean437.000-435.600=1.400
σ6.595-6.066=0.529
min431.000-430.000=1.000
max444.000-442.000=2.000
mean0.704-0.539=0.164
σ0.051-0.031=0.020
min0.627-0.504=0.123
max0.752-0.574=0.178
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean444.000-442.000=2.000
σ0.000
min444.000-442.000=2.000
max444.000-442.000=2.000
mean0.623-0.470=0.153
σ0.029-0.039=-0.010
min0.578-0.427=0.151
max0.650-0.527=0.123

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean444.000-442.000=2.000
σ0.000
min444.000-442.000=2.000
max444.000-442.000=2.000
mean3.512-2.638=0.875
σ0.077-0.098=-0.021
min3.398-2.439=0.960
max3.886-2.931=0.956
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean444.000-442.000=2.000
σ0.000
min444.000-442.000=2.000
max444.000-442.000=2.000
mean3.487-2.592=0.894
σ0.063-0.103=-0.040
min3.361-2.433=0.928
max3.778-3.044=0.734
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean444.000-442.000=2.000
σ0.000
min444.000-442.000=2.000
max444.000-442.000=2.000
mean0.543-0.306=0.238
σ0.014-0.012=0.002
min0.520-0.287=0.233
max0.635-0.371=0.264
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean444.000-442.000=2.000
σ0.000
min444.000-442.000=2.000
max444.000-442.000=2.000
mean0.512-0.294=0.218
σ0.011-0.045=-0.034
min0.493-0.274=0.219
max0.565-0.732=-0.167

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.398
σ12.035
min0.574
max134.669
mean464.126
σ18.590
min406.000
max478.000
mean0.026
σ0.030
min0.001
max0.315

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.611-298.922=-0.311
σ0.996-1.024=-0.028
min298.183-298.429=-0.246
max301.436-301.825=-0.389
mean441.500-441.400=0.100
σ13.485-18.179=-4.695
min424.000-412.000=12.000
max463.000-465.000=-2.000
mean0.600-0.602=-0.001
σ0.018-0.024=-0.006
min0.579-0.538=0.041
max0.635-0.631=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
min236.678-236.678=-0.000
max236.678-236.678=-0.000
mean1065.750-1066.750=-1.000
σ34.648-26.163=8.485
min980.000-1002.000=-22.000
max1078.000-1076.000=2.000
mean209.376-204.219=5.157
σ1.883-3.081=-1.198
min206.959-200.832=6.127
max211.565-210.535=1.030
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1065.750-1066.750=-1.000
σ34.648-26.163=8.485
min980.000-1002.000=-22.000
max1078.000-1076.000=2.000
mean9.424-9.293=0.130
σ3.388-1.938=1.449
min6.471-6.645=-0.174
max15.769-12.698=3.071
phase=parser
mean1042.363-1042.360=0.002
σ0.000-0.000=0.000
min1042.362-1042.360=0.002
max1042.363-1042.361=0.002
mean1065.750-1066.750=-1.000
σ34.648-26.163=8.485
min980.000-1002.000=-22.000
max1078.000-1076.000=2.000
mean611.255-524.939=86.316
σ121.192-106.421=14.771
min516.716-408.559=108.157
max841.672-720.915=120.757
phase=processProdDef
mean4850.764-4850.768=-0.004
σ0.000-0.000=0.000
min4850.764-4850.768=-0.004
max4850.765-4850.768=-0.003
mean1078.000-1076.000=2.000
σ0.000
min1078.000-1076.000=2.000
max1078.000-1076.000=2.000
mean4833.831-4673.018=160.813
σ159.214-530.209=-370.996
min4592.824-3751.889=840.935
max5028.156-5448.086=-419.930
phase=renaming
mean21.671-21.675=-0.004
σ0.000
min21.671-21.675=-0.004
max21.671-21.675=-0.004
mean1065.750-1066.750=-1.000
σ34.648-26.163=8.485
min980.000-1002.000=-22.000
max1078.000-1076.000=2.000
mean34.317-36.535=-2.218
σ13.768-10.102=3.665
min20.844-20.484=0.360
max56.060-47.656=8.404
phase=type checker
mean990.450
σ0.071
min990.344
max990.563
mean1065.750-1066.750=-1.000
σ34.648-26.163=8.485
min980.000-1002.000=-22.000
max1078.000-1076.000=2.000
mean750.484-712.476=38.009
σ109.557-71.664=37.893
min652.466-648.483=3.983
max946.528-881.870=64.658

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.820-293.822=-0.002
σ0.038-0.037=0.000
min293.767-293.769=-0.002
max293.859-293.860=-0.001
mean444.000-441.200=2.800
σ0.000-1.643=-1.643
min444.000-440.000=4.000
max444.000-443.000=1.000
mean0.391-0.397=-0.006
σ0.002-0.005=-0.003
min0.388-0.392=-0.004
max0.394-0.405=-0.011
iters=5
new-facts=1
prior-facts=6402
mean1320.218-1320.178=0.039
σ0.033-0.101=-0.069
min1320.171-1320.078=0.093
max1320.252-1320.334=-0.082
mean1066.800-1116.200=-49.400
σ165.095-180.410=-15.315
min843.000-898.000=-55.000
max1267.000-1357.000=-90.000
mean2.308-2.083=0.226
σ0.186-0.050=0.136
min2.158-2.017=0.141
max2.629-2.135=0.494
iters=5
new-facts=6402
prior-facts=1
mean1560.616-1560.583=0.032
σ6.233-6.224=0.009
min1557.616-1557.596=0.020
max1571.762-1571.712=0.050
mean620.000-611.400=8.600
σ82.741-93.535=-10.794
min495.000-498.000=-3.000
max717.000-731.000=-14.000
mean2.329-2.267=0.062
σ0.232-0.111=0.121
min2.146-2.154=-0.008
max2.730-2.380=0.350
iters=5
new-facts=6402
prior-facts=6402
mean1882.174-1882.177=-0.003
σ0.054-0.058=-0.004
min1882.110-1882.101=0.010
max1882.250-1882.247=0.003
mean1711.000-1752.000=-41.000
σ261.579-220.965=40.614
min1397.000-1462.000=-65.000
max2064.000-1963.000=101.000
mean2.904-3.247=-0.343
σ0.062-0.301=-0.238
min2.849-2.910=-0.061
max3.008-3.567=-0.558

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.627-1.663=-0.036
σ0.138-0.135=0.003
min1.493-1.504=-0.011
max1.855-1.824=0.031

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.081-452.080=0.000
σ582.723-582.723=-0.000
min160.714-160.715=-0.000
max1326.165-1326.164=0.000
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
mean0.533-0.542=-0.009
σ0.522-0.539=-0.017
min0.266-0.268=-0.001
max1.317-1.351=-0.035
policies=20
mean1607.513-1607.516=-0.003
σ0.414-0.410=0.004
min1607.232-1607.237=-0.005
max1608.129-1608.123=0.006
mean980.000
σ0.000
min980.000
max980.000
mean451.000-449.000=2.000
σ9.238-8.083=1.155
min443.000-442.000=1.000
max459.000-456.000=3.000
mean2.692-2.686=0.005
σ0.024-0.006=0.017
min2.670-2.678=-0.008
max2.717-2.693=0.025
policies=200
mean16083.465-16083.482=-0.018
σ0.120-0.120=-0.001
min16083.360-16083.358=0.002
max16083.622-16083.640=-0.018
mean9800.000
σ0.000
min9800.000
max9800.000
mean497.250-496.250=1.000
σ2.986-4.272=-1.286
min494.000-491.000=3.000
max501.000
mean27.152-27.140=0.012
σ0.138-0.047=0.091
min27.023-27.084=-0.062
max27.347-27.194=0.153