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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
mean558.695-558.633=0.062
σ0.000
min558.695-558.633=0.062
max558.695-558.633=0.062

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
mean54.870-54.870=0.000
σ0.358-0.358=0.001
min54.732-54.735=-0.004
max55.890-55.887=0.002
mean420.700-418.000=2.700
σ0.483-0.000=0.483
min420.000-418.000=2.000
max421.000-418.000=3.000
mean0.141-0.140=0.001
σ0.004-0.006=-0.002
min0.136-0.132=0.004
max0.149-0.150=-0.001
cache=y
dps=1
iters=10
policies=100
mean43.839-43.840=-0.000
σ0.006-0.006=-0.000
min43.831-43.825=0.006
max43.852-43.848=0.003
mean421.000-418.000=3.000
σ0.000
min421.000-418.000=3.000
max421.000-418.000=3.000
mean0.122-0.124=-0.002
σ0.004-0.004=-0.000
min0.118-0.121=-0.003
max0.133-0.134=-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
mean3876.750-3888.125=-11.375
σ1849.365-1858.771=-9.405
min1278.000-1280.000=-2.000
max6166.000-6180.000=-14.000
mean13.121-12.226=0.894
σ0.227-0.234=-0.006
min12.739-11.979=0.760
max13.433-12.575=0.858
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
mean3876.750-3888.125=-11.375
σ1849.365-1858.771=-9.405
min1278.000-1280.000=-2.000
max6166.000-6180.000=-14.000
mean12.862-11.693=1.168
σ0.663-0.360=0.302
min12.136-11.361=0.776
max13.808-12.512=1.296
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
mean6166.000-6180.000=-14.000
σ0.000
min6166.000-6180.000=-14.000
max6166.000-6180.000=-14.000
mean15.295-14.375=0.920
σ0.391-0.342=0.049
min14.433-13.592=0.841
max15.727-14.764=0.964
op=table_records(), repeat
mean41.928-41.928=-0.000
σ0.000-0.000=-0.000
min41.928
max41.928-41.929=-0.000
mean3876.750-3740.125=136.625
σ1849.365-1831.741=17.624
min1278.000-1280.000=-2.000
max6166.000-6180.000=-14.000
mean13.874-13.014=0.860
σ1.885-1.937=-0.052
min11.126-10.457=0.669
max16.716-14.985=1.731
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.653=0.000
σ0.136-0.136=-0.000
min27.604
max27.991-27.991=-0.000
mean3876.750-3740.125=136.625
σ1849.365-1831.741=17.624
min1278.000-1280.000=-2.000
max6166.000-6180.000=-14.000
mean9.505-8.366=1.139
σ1.432-0.305=1.127
min8.415-7.879=0.536
max12.909-8.663=4.246
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
mean3876.750-3740.125=136.625
σ1849.365-1831.741=17.624
min1278.000-1280.000=-2.000
max6166.000-6180.000=-14.000
mean7.330-6.389=0.941
σ1.373-0.352=1.021
min6.116-5.810=0.306
max10.483-6.836=3.646
op=vertical_lookup_row_list() on 2 indexed
mean25.669-25.669=0.000
σ0.003-0.003=0.000
min25.666-25.666=-0.000
max25.674
mean3876.750-3888.125=-11.375
σ1849.365-1858.771=-9.405
min1278.000-1280.000=-2.000
max6166.000-6180.000=-14.000
mean6.104-5.423=0.681
σ0.112-0.131=-0.020
min5.907-5.298=0.609
max6.231-5.617=0.614
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=0.000
σ0.002-0.002=-0.000
min25.968-25.968=0.000
max25.974
mean3876.750-3888.125=-11.375
σ1849.365-1858.771=-9.405
min1278.000-1280.000=-2.000
max6166.000-6180.000=-14.000
mean5.918-5.232=0.686
σ0.107-0.125=-0.017
min5.800-4.989=0.811
max6.145-5.339=0.807

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean2524.604-2524.604=0.000
σ0.002-0.002=-0.000
min2524.602-2524.602=0.000
max2524.607
mean6166.000-6180.000=-14.000
σ0.000
min6166.000-6180.000=-14.000
max6166.000-6180.000=-14.000
mean1385.019-1299.431=85.588
σ629.890-482.232=147.658
min1038.260-1036.920=1.340
max2415.720-2182.485=233.235
op=load_product(), with indexes
mean7878.102-7878.102=0.000
σ0.470-0.469=0.000
min7877.935-7877.934=0.000
max7879.264-7879.264=0.001
mean3235.250-3244.375=-9.125
σ1839.943-1851.419=-11.476
min811.000-809.000=2.000
max6166.000-6180.000=-14.000
mean3685.648-3722.102=-36.453
σ1121.766-1168.543=-46.777
min3075.175-3078.128=-2.953
max5913.151-5787.281=125.870

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.078-62.078=-0.000
σ0.002-0.002=0.000
min62.076-62.076=0.000
max62.081-62.081=0.000
mean3876.750-3888.125=-11.375
σ1849.365-1858.771=-9.405
min1278.000-1280.000=-2.000
max6166.000-6180.000=-14.000
mean89.884-130.027=-40.143
σ17.880-132.776=-114.897
min73.002-70.391=2.611
max120.452-457.485=-337.033
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
max40.949
mean6166.000-6180.000=-14.000
σ0.000
min6166.000-6180.000=-14.000
max6166.000-6180.000=-14.000
mean63.751-63.877=-0.126
σ4.312-4.417=-0.105
min61.008-60.454=0.554
max71.245-71.199=0.046
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.687
σ0.002-0.002=0.000
min66.686-66.686=-0.000
max66.690-66.690=0.000
mean6166.000-6180.000=-14.000
σ0.000
min6166.000-6180.000=-14.000
max6166.000-6180.000=-14.000
mean100.582-98.949=1.632
σ1.277-1.831=-0.554
min99.130-97.855=1.275
max103.384-103.378=0.006

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11849.156-11849.156=0.000
σ4.304-4.304=-0.000
min11847.561
max11859.806
mean3876.750-3740.125=136.625
σ1849.365-1831.741=17.624
min1278.000-1280.000=-2.000
max6166.000-6180.000=-14.000
mean6553.204-6175.949=377.255
σ1369.103-1302.262=66.841
min5067.321-5043.896=23.425
max8170.420-8199.592=-29.172
op=vertical_lookup_list() on indexed
mean10791.093
σ0.002-0.002=0.000
min10791.091
max10791.096-10791.096=0.001
mean6166.000-6180.000=-14.000
σ0.000
min6166.000-6180.000=-14.000
max6166.000-6180.000=-14.000
mean4876.145-5157.439=-281.294
σ1510.924-1501.661=9.262
min4045.489-4046.751=-1.262
max7339.178-7240.285=98.893

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean478.000
σ0.000
min478.000
max478.000
mean376.013-360.124=15.888
σ19.427-15.918=3.509
min353.074-346.657=6.417
max394.838-395.085=-0.247
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean562.000
σ0.000
min562.000
max562.000
mean754.517-751.209=3.308
σ59.123-43.342=15.781
min643.573-654.994=-11.421
max805.046-780.941=24.105

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.324-1024.325=-0.001
σ0.758-0.758=-0.000
min1023.851-1023.850=0.001
max1027.460-1027.461=-0.001
mean1039.550-1054.950=-15.400
σ290.253-323.126=-32.873
min575.000-544.000=31.000
max1433.000-1576.000=-143.000
mean1.551-1.567=-0.015
σ0.083-0.089=-0.006
min1.483-1.493=-0.010
max1.756-1.828=-0.072

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
mean0.399-0.401=-0.002
σ0.517-0.506=0.011
min0.143-0.143=-0.000
max1.322-1.304=0.018
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.477-0.480=-0.003
σ0.318-0.322=-0.004
min0.325-0.321=0.004
max1.046-1.056=-0.010
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.217-0.216=0.001
σ0.021-0.021=0.000
min0.202-0.203=-0.000
max0.254-0.253=0.001
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.327-0.332=-0.006
σ0.015-0.015=0.000
min0.309-0.321=-0.012
max0.350-0.358=-0.007

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.200-436.000=0.200
σ1.789-5.612=-3.824
min433.000-431.000=2.000
max437.000-442.000=-5.000
mean0.586-0.558=0.028
σ0.039-0.051=-0.012
min0.517-0.484=0.033
max0.613-0.609=0.004
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean437.000-442.000=-5.000
σ0.000
min437.000-442.000=-5.000
max437.000-442.000=-5.000
mean0.455-0.449=0.006
σ0.064-0.056=0.008
min0.382-0.384=-0.003
max0.518-0.533=-0.015

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean437.000-442.000=-5.000
σ0.000
min437.000-442.000=-5.000
max437.000-442.000=-5.000
mean2.695-2.477=0.218
σ0.064-0.308=-0.244
min2.543-1.883=0.660
max2.880-3.092=-0.213
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean437.000-442.000=-5.000
σ0.000
min437.000-442.000=-5.000
max437.000-442.000=-5.000
mean2.621-2.608=0.013
σ0.088-0.089=-0.001
min2.439-2.482=-0.043
max2.835-3.009=-0.174
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean437.000-442.000=-5.000
σ0.000
min437.000-442.000=-5.000
max437.000-442.000=-5.000
mean0.304-0.301=0.002
σ0.008-0.008=-0.000
min0.291-0.288=0.003
max0.350-0.352=-0.002
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean437.000-442.000=-5.000
σ0.000
min437.000-442.000=-5.000
max437.000-442.000=-5.000
mean0.290-0.290=0.000
σ0.006-0.014=-0.007
min0.278-0.274=0.005
max0.323-0.400=-0.078

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.677-298.919=-0.242
σ1.030-1.013=0.017
min298.302-298.485=-0.183
max301.607-301.789=-0.182
mean443.400-442.000=1.400
σ17.877-14.727=3.150
min417.000-425.000=-8.000
max468.000-464.000=4.000
mean0.603-0.595=0.008
σ0.028-0.018=0.011
min0.558-0.571=-0.013
max0.644-0.629=0.015

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678
σ0.000
min236.678
max236.678
mean1698.500-1680.000=18.500
σ7.071-0.000=7.071
min1681.000-1680.000=1.000
max1701.000-1680.000=21.000
mean216.527-217.125=-0.598
σ2.914-3.614=-0.700
min212.715-213.010=-0.294
max222.543-222.792=-0.249
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1698.500-1680.000=18.500
σ7.071-0.000=7.071
min1681.000-1680.000=1.000
max1701.000-1680.000=21.000
mean10.848-10.950=-0.103
σ1.300-1.539=-0.238
min9.438-9.545=-0.107
max12.940-12.849=0.091
phase=parser
mean1042.367-1042.367=-0.000
σ0.000-0.000=0.000
min1042.367
max1042.367
mean1698.500-1680.000=18.500
σ7.071-0.000=7.071
min1681.000-1680.000=1.000
max1701.000-1680.000=21.000
mean667.146-634.652=32.493
σ73.298-110.312=-37.014
min571.088-432.936=138.151
max728.874-731.187=-2.313
phase=processProdDef
mean4753.276
σ0.000
min4753.276
max4753.276
mean1701.000-1680.000=21.000
σ0.000
min1701.000-1680.000=21.000
max1701.000-1680.000=21.000
mean4171.139-4311.069=-139.930
σ704.597-674.195=30.402
min3164.365-2997.601=166.763
max5070.141-5007.251=62.890
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1698.500-1680.000=18.500
σ7.071-0.000=7.071
min1681.000-1680.000=1.000
max1701.000-1680.000=21.000
mean37.452-41.955=-4.504
σ7.652-5.552=2.100
min28.978-31.644=-2.667
max48.155-48.171=-0.016
phase=type checker
mean990.454
σ0.071
min990.348
max990.567
mean1698.500-1680.000=18.500
σ7.071-0.000=7.071
min1681.000-1680.000=1.000
max1701.000-1680.000=21.000
mean748.216-799.322=-51.106
σ88.781-122.001=-33.220
min661.352-662.618=-1.265
max898.303-943.600=-45.297

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.927-293.928=-0.001
σ0.038-0.038=-0.000
min293.874-293.875=-0.001
max293.967-293.967=-0.001
mean445.000-446.000=-1.000
σ0.000
min445.000-446.000=-1.000
max445.000-446.000=-1.000
mean0.395-0.400=-0.004
σ0.005-0.011=-0.006
min0.392-0.393=-0.001
max0.405-0.418=-0.014
iters=5
new-facts=1
prior-facts=6402
mean1320.308-1320.310=-0.002
σ0.037-0.035=0.002
min1320.268-1320.267=0.001
max1320.349-1320.348=0.000
mean1109.200-1086.600=22.600
σ183.644-168.536=15.108
min890.000-887.000=3.000
max1358.000-1319.000=39.000
mean2.248-2.360=-0.112
σ0.077-0.233=-0.156
min2.154-2.163=-0.008
max2.319-2.730=-0.411
iters=5
new-facts=6402
prior-facts=1
mean1559.475-1559.508=-0.033
σ3.409-3.390=0.020
min1557.780-1557.857=-0.076
max1565.568-1565.565=0.002
mean627.600-627.400=0.200
σ90.323-90.049=0.274
min504.000
max727.000-726.000=1.000
mean2.416-2.511=-0.096
σ0.364-0.318=0.047
min2.139-2.199=-0.061
max2.976-2.951=0.025
iters=5
new-facts=6402
prior-facts=6402
mean1882.272-1882.280=-0.008
σ0.064-0.060=0.004
min1882.194-1882.206=-0.013
max1882.344-1882.360=-0.016
mean1758.400-1719.800=38.600
σ217.094-179.351=37.743
min1471.000-1468.000=3.000
max1965.000-1887.000=78.000
mean3.268-3.102=0.166
σ0.465-0.263=0.202
min2.730-2.877=-0.147
max3.976-3.545=0.431

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.785-1.598=0.187
σ0.161-0.258=-0.098
min1.616-1.195=0.422
max1.955-1.875=0.079

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.401-452.402=-0.001
σ583.278-583.278=0.000
min160.758-160.762=-0.004
max1327.318-1327.319=-0.000
mean102.250
σ8.500
min98.000
max115.000
mean442.000-443.000=-1.000
σ0.000
min442.000-443.000=-1.000
max442.000-443.000=-1.000
mean0.525-0.547=-0.022
σ0.513-0.551=-0.038
min0.267-0.268=-0.001
max1.295-1.374=-0.079
policies=20
mean1607.953-1607.970=-0.017
σ0.409-0.422=-0.013
min1607.678-1607.686=-0.009
max1608.559-1608.596=-0.037
mean980.000
σ0.000
min980.000
max980.000
mean445.750-446.750=-1.000
σ2.500
min442.000-443.000=-1.000
max447.000-448.000=-1.000
mean2.680-2.703=-0.024
σ0.017-0.023=-0.006
min2.665-2.683=-0.018
max2.705-2.730=-0.025
policies=200
mean16087.776-16087.869=-0.092
σ0.072-0.129=-0.056
min16087.682-16087.767=-0.085
max16087.854-16088.057=-0.203
mean9800.000
σ0.000
min9800.000
max9800.000
mean496.750-497.000=-0.250
σ4.349-3.830=0.520
min491.000-492.000=-1.000
max501.000-500.000=1.000
mean27.189-27.156=0.033
σ0.056-0.041=0.015
min27.140-27.132=0.008
max27.252-27.218=0.034