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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 Decls)

Factorcompact size MiB
phase=processProdDef Decls
mean5.676
σ0.000
min5.676
max5.676

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean446.883
σ0.000
min446.883
max446.883

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
mean54.858-54.861=-0.003
σ0.358-0.359=-0.001
min54.720-54.723=-0.003
max55.877-55.883=-0.006
mean420.700-418.000=2.700
σ0.483-0.000=0.483
min420.000-418.000=2.000
max421.000-418.000=3.000
mean0.138-0.140=-0.001
σ0.005-0.006=-0.001
min0.132-0.132=0.000
max0.148-0.150=-0.002
cache=y
dps=1
iters=10
policies=100
mean43.852-43.847=0.005
σ0.007-0.006=0.000
min43.842-43.836=0.006
max43.860-43.855=0.005
mean421.000-418.000=3.000
σ0.000
min421.000-418.000=3.000
max421.000-418.000=3.000
mean0.141-0.126=0.015
σ0.011-0.004=0.007
min0.122-0.123=-0.001
max0.154-0.135=0.020

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.617-36.617=0.000
σ0.000-0.000=0.000
min36.617
max36.618-36.618=0.000
mean4592.125-4425.125=167.000
σ2248.535-2226.340=22.195
min1487.000
max7385.000-7407.000=-22.000
mean168.396-12.516=155.880
σ441.425-1.766=439.659
min11.205-11.710=-0.505
max1260.858-16.878=1243.980
op=column_set() on indexed, repeat
mean36.617-36.618=-0.000
σ0.000-0.000=-0.000
min36.617
max36.618-36.618=-0.001
mean4592.125-4606.000=-13.875
σ2248.535-2257.316=-8.781
min1487.000
max7385.000-7407.000=-22.000
mean13.753-151.320=-137.567
σ4.342-390.463=-386.121
min10.919-11.392=-0.473
max23.710-1117.656=-1093.946
op=table_records(), no indexes
mean41.948-41.948=-0.000
σ0.002-0.002=-0.000
min41.946-41.946=-0.000
max41.950-41.951=-0.001
mean7385.000-7407.000=-22.000
σ0.000
min7385.000-7407.000=-22.000
max7385.000-7407.000=-22.000
mean10.889-11.295=-0.406
σ1.054-0.417=0.637
min10.319-10.940=-0.621
max13.440-12.039=1.400
op=table_records(), repeat
mean41.933-41.933=0.000
σ0.000-0.000=0.000
min41.933
max41.934
mean4183.125-4196.125=-13.000
σ1945.050-1953.284=-8.234
min1487.000
max7385.000-7407.000=-22.000
mean11.190-11.610=-0.420
σ2.282-1.783=0.499
min10.049-10.719=-0.670
max16.813-16.002=0.811
op=vertical_lookup_list() on indexed, after table_records()
mean27.655-27.655=-0.000
σ0.137-0.137=0.000
min27.606
max27.993
mean4183.125-4196.125=-13.000
σ1945.050-1953.284=-8.234
min1487.000
max7385.000-7407.000=-22.000
mean8.553-9.261=-0.708
σ1.403-1.250=0.153
min7.338-8.096=-0.758
max11.927-12.244=-0.317
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.406-26.406=-0.000
σ0.000-0.000=0.000
min26.406-26.406=-0.000
max26.406
mean4183.125-4196.125=-13.000
σ1945.050-1953.284=-8.234
min1487.000
max7385.000-7407.000=-22.000
mean6.612-7.165=-0.553
σ0.900-0.936=-0.037
min5.998-6.598=-0.600
max8.798-9.464=-0.665
op=vertical_lookup_row_list() on 2 indexed
mean25.681-25.681=-0.000
σ0.003-0.003=-0.000
min25.680
max25.688-25.688=-0.000
mean4592.125-4606.000=-13.875
σ2248.535-2257.316=-8.781
min1487.000
max7385.000-7407.000=-22.000
mean5.939-6.590=-0.651
σ1.004-1.095=-0.091
min5.334-5.793=-0.460
max8.160-8.984=-0.824
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.984-25.984=0.000
σ0.000-0.000=0.000
min25.984
max25.985
mean4592.125-4606.000=-13.875
σ2248.535-2257.316=-8.781
min1487.000
max7385.000-7407.000=-22.000
mean5.872-6.462=-0.591
σ1.059-1.156=-0.097
min5.264-5.819=-0.555
max8.227-8.970=-0.744

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.627-1021.627=-0.000
σ0.002-0.002=-0.000
min1021.625
max1021.629-1021.630=-0.000
mean7385.000-7407.000=-22.000
σ0.000
min7385.000-7407.000=-22.000
max7385.000-7407.000=-22.000
mean345.322-344.998=0.324
σ1.914-1.930=-0.016
min343.005-342.192=0.813
max347.696-347.667=0.029
op=load_product(), with indexes
mean3495.878
σ0.469
min3495.713
max3497.038
mean3759.000-3770.125=-11.125
σ2300.056-2309.429=-9.373
min720.000
max7385.000-7407.000=-22.000
mean1763.563-1767.287=-3.725
σ635.906-634.076=1.830
min1386.287-1387.627=-1.339
max2800.156-2803.199=-3.043

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.854-107.854=0.000
σ0.000-0.000=0.000
min107.853-107.853=-0.000
max107.855-107.854=0.000
mean4412.000-4196.125=215.875
σ2217.984-1953.284=264.700
min1487.000
max7385.000-7407.000=-22.000
mean251.010-138.907=112.102
σ325.595-18.323=307.272
min122.554-124.841=-2.287
max1055.592-180.770=874.822
op=column_set() on unindexed, dense, repeat
mean62.081-62.082=-0.000
σ0.000-0.000=-0.000
min62.081
max62.082-62.082=-0.001
mean4412.000-4425.125=-13.125
σ2217.984-2226.340=-8.356
min1487.000
max7385.000-7407.000=-22.000
mean43.738-134.515=-90.777
σ7.797-261.665=-253.868
min39.209-39.447=-0.238
max62.749-782.086=-719.337
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.948
σ0.002-0.002=-0.000
min40.947
max40.950-40.951=-0.001
mean7385.000-7407.000=-22.000
σ0.000
min7385.000-7407.000=-22.000
max7385.000-7407.000=-22.000
mean169.664-101.934=67.729
σ417.139-222.645=194.495
min20.838-21.542=-0.704
max1202.007-652.912=549.094
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.308-71.308=0.000
σ0.002-0.002=0.000
min71.307
max71.311-71.311=0.000
mean7385.000-7407.000=-22.000
σ0.000
min7385.000-7407.000=-22.000
max7385.000-7407.000=-22.000
mean64.124-58.755=5.368
σ20.463-7.386=13.077
min55.242-55.687=-0.445
max114.186-76.970=37.216

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.851
σ0.014
min4646.845
max4646.884
mean4183.125-4196.125=-13.000
σ1945.050-1953.284=-8.234
min1487.000
max7385.000-7407.000=-22.000
mean3340.694-3230.421=110.273
σ791.636-695.716=95.921
min2500.318-2482.272=18.046
max4692.064-4232.447=459.617
op=vertical_lookup_list() on indexed
mean1973.851-1973.851=0.000
σ0.002-0.002=0.000
min1973.849
max1973.854-1973.853=0.000
mean7385.000-7407.000=-22.000
σ0.000
min7385.000-7407.000=-22.000
max7385.000-7407.000=-22.000
mean1032.919-1050.587=-17.668
σ255.561-228.177=27.384
min914.592-924.608=-10.016
max1646.541-1495.709=150.833
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.105
σ0.002
min905.102
max905.108
mean7385.000-7407.000=-22.000
σ0.000
min7385.000-7407.000=-22.000
max7385.000-7407.000=-22.000
mean406.069-419.553=-13.484
σ45.428-50.255=-4.827
min377.448-389.348=-11.900
max517.586-507.602=9.984

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean477.375-479.500=-2.125
σ0.916-2.777=-1.861
min476.000-475.000=1.000
max478.000-481.000=-3.000
mean380.902-390.543=-9.640
σ35.210-39.864=-4.654
min313.016-309.751=3.265
max428.953-426.297=2.657
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean564.000-562.000=2.000
σ0.000
min564.000-562.000=2.000
max564.000-562.000=2.000
mean729.439-769.867=-40.428
σ75.618-42.448=33.170
min601.846-688.537=-86.691
max803.000-804.627=-1.627

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.563-1024.565=-0.002
σ0.760-0.759=0.001
min1024.094-1024.095=-0.001
max1027.705-1027.705=0.001
mean1046.250-1047.700=-1.450
σ314.171-312.991=1.180
min552.000-555.000=-3.000
max1655.000-1657.000=-2.000
mean1.400-1.381=0.019
σ0.134-0.071=0.064
min1.298-1.312=-0.014
max1.865-1.585=0.280

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
mean0.397-0.406=-0.010
σ0.494-0.505=-0.011
min0.146-0.149=-0.003
max1.279-1.306=-0.027
name=error_case.art
mean2.340
σ0.012
min2.334
max2.362
mean402.000
σ0.000
min402.000
max402.000
mean0.474-0.597=-0.122
σ0.322-0.574=-0.253
min0.320-0.330=-0.010
max1.049-1.623=-0.574
name=heavy_item.art
mean1.523
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.219-0.219=-0.000
σ0.019-0.026=-0.006
min0.205-0.201=0.004
max0.253-0.261=-0.008
name=nested_use.art
mean2.358
σ0.002
min2.357
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.350-0.328=0.022
σ0.028-0.018=0.010
min0.326-0.316=0.009
max0.391-0.360=0.031

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.971
σ0.011
min964.965
max964.989
mean436.200-431.600=4.600
σ1.789-1.342=0.447
min433.000-431.000=2.000
max437.000-434.000=3.000
mean0.574-0.563=0.011
σ0.035-0.030=0.005
min0.533-0.520=0.013
max0.608-0.591=0.018
name=cdr_enhanced_4k_loc.art
mean885.898
σ0.002
min885.897
max885.901
mean441.000-440.000=1.000
σ0.000
min441.000-440.000=1.000
max441.000-440.000=1.000
mean0.489-0.477=0.012
σ0.041-0.040=0.001
min0.434-0.421=0.014
max0.522-0.524=-0.002

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.710
σ0.002
min7.709
max7.713
mean441.000-440.000=1.000
σ0.000
min441.000-440.000=1.000
max441.000-440.000=1.000
mean2.633-2.638=-0.005
σ0.096-0.091=0.006
min2.509-2.471=0.038
max3.111-2.963=0.148
name=record_render_large_syntax_err.art
mean7.658
σ0.002
min7.657
max7.661
mean441.000-440.000=1.000
σ0.000
min441.000-440.000=1.000
max441.000-440.000=1.000
mean2.648-2.600=0.048
σ0.093-0.093=0.000
min2.492-2.432=0.060
max2.995-2.883=0.112
name=record_render_success.art
mean2.290
σ0.002
min2.289
max2.293
mean441.000-440.000=1.000
σ0.000
min441.000-440.000=1.000
max441.000-440.000=1.000
mean0.305-0.312=-0.007
σ0.010-0.034=-0.024
min0.291-0.293=-0.002
max0.375-0.630=-0.255
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean441.000-440.000=1.000
σ0.000
min441.000-440.000=1.000
max441.000-440.000=1.000
mean0.296-0.292=0.004
σ0.008-0.009=-0.000
min0.283-0.278=0.005
max0.335-0.332=0.003

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.525-11.669=-0.143
σ10.634-10.648=-0.014
min0.574-0.574=0.000
max76.036-77.656=-1.620
mean458.384-451.271=7.113
σ20.206-14.916=5.291
min408.000-410.000=-2.000
max479.000-471.000=8.000
mean0.027-0.027=-0.000
σ0.026-0.026=-0.000
min0.001-0.001=-0.000
max0.185-0.192=-0.007

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.714-298.690=0.024
σ1.050-1.038=0.012
min298.302-298.239=0.063
max301.697-301.636=0.061
mean444.300-442.400=1.900
σ20.881-19.173=1.708
min414.000-415.000=-1.000
max473.000-470.000=3.000
mean0.603-0.587=0.017
σ0.015-0.024=-0.009
min0.572-0.544=0.027
max0.630-0.628=0.002

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean173.738-173.738=0.000
σ0.000-0.000=0.000
min173.738
max173.738-173.738=0.000
mean842.750-844.000=-1.250
σ0.463-0.000=0.463
min842.000-844.000=-2.000
max843.000-844.000=-1.000
mean224.765-238.937=-14.172
σ27.862-21.030=6.832
min187.941-189.298=-1.357
max257.987-255.338=2.649
phase=macro expansion
mean6.133-6.133=0.000
σ0.000
min6.133-6.133=0.000
max6.133-6.133=0.000
mean842.625-843.375=-0.750
σ0.518-1.768=-1.250
min842.000-839.000=3.000
max843.000-844.000=-1.000
mean9.659-9.034=0.625
σ1.443-0.972=0.471
min7.328-7.360=-0.032
max12.663-9.887=2.776
phase=parser
mean1042.435-1042.434=0.001
σ0.000-0.000=-0.000
min1042.435-1042.433=0.001
max1042.435-1042.434=0.001
mean842.625-843.375=-0.750
σ0.518-1.768=-1.250
min842.000-839.000=3.000
max843.000-844.000=-1.000
mean591.103-562.113=28.990
σ71.040-64.714=6.326
min474.306-426.960=47.346
max725.482-624.282=101.200
phase=processProdDef
mean2243.976-2243.977=-0.000
σ0.000
min2243.976-2243.977=-0.000
max2243.976-2243.977=-0.000
mean842.750-844.000=-1.250
σ0.463-0.000=0.463
min842.000-844.000=-2.000
max843.000-844.000=-1.000
mean3004.800-2884.950=119.850
σ409.677-704.162=-294.484
min2402.479-1748.300=654.179
max3478.661-3521.180=-42.519
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean842.625-843.375=-0.750
σ0.518-1.768=-1.250
min842.000-839.000=3.000
max843.000-844.000=-1.000
mean39.455-36.746=2.710
σ5.847-6.269=-0.422
min26.734-26.538=0.195
max47.821-41.145=6.676
phase=type checker
mean989.752
σ0.066
min989.654
max989.841
mean842.625-843.375=-0.750
σ0.518-1.768=-1.250
min842.000-839.000=3.000
max843.000-844.000=-1.000
mean726.649-736.079=-9.430
σ119.111-87.457=31.654
min674.958-637.965=36.993
max1018.684-875.576=143.107

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.820-293.820=0.000
σ0.037-0.037=-0.000
min293.765-293.766=-0.001
max293.857-293.858=-0.001
mean442.600
σ0.548-2.191=-1.643
min442.000-441.000=1.000
max443.000-445.000=-2.000
mean0.395-0.392=0.003
σ0.008-0.007=0.001
min0.389-0.389=0.000
max0.405-0.404=0.001
iters=5
new-facts=1
prior-facts=6402
mean1320.294-1320.291=0.003
σ0.138-0.133=0.005
min1320.176-1320.165=0.011
max1320.522-1320.499=0.023
mean1099.200-1089.800=9.400
σ186.268-167.221=19.047
min843.000-893.000=-50.000
max1322.000-1319.000=3.000
mean1.903-1.953=-0.051
σ0.036-0.153=-0.116
min1.845-1.823=0.021
max1.936-2.213=-0.276
iters=5
new-facts=6402
prior-facts=1
mean1559.281-1559.285=-0.004
σ2.944-2.996=-0.053
min1557.762-1557.662=0.100
max1564.535-1564.631=-0.096
mean603.400-626.000=-22.600
σ84.536-87.316=-2.780
min499.000-496.000=3.000
max712.000-728.000=-16.000
mean2.178-2.228=-0.050
σ0.062-0.271=-0.209
min2.105-2.024=0.081
max2.235-2.704=-0.469
iters=5
new-facts=6402
prior-facts=6402
mean1882.342-1882.339=0.003
σ0.046-0.050=-0.005
min1882.288-1882.273=0.015
max1882.408-1882.411=-0.003
mean1721.800-1729.200=-7.400
σ197.089-176.712=20.377
min1457.000-1472.000=-15.000
max1910.000-1888.000=22.000
mean3.002-3.023=-0.021
σ0.143-0.207=-0.064
min2.894-2.851=0.043
max3.250-3.383=-0.133

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.684-1.696=-0.012
σ0.137-0.142=-0.004
min1.547-1.533=0.014
max1.832-1.876=-0.044

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean419.945-419.945=-0.000
σ518.108-518.105=0.003
min160.888-160.891=-0.004
max1197.106-1197.103=0.004
mean101.750
σ7.500
min98.000
max113.000
mean446.000
σ0.000
min446.000
max446.000
mean0.521-0.427=0.094
σ0.510-0.324=0.186
min0.262-0.261=0.001
max1.286-0.913=0.373
policies=20
mean1609.198-1609.214=-0.016
σ0.349-0.353=-0.004
min1608.953-1608.992=-0.039
max1609.713-1609.739=-0.027
mean980.000
σ0.000
min980.000
max980.000
mean449.750-449.500=0.250
σ7.500-7.000=0.500
min446.000
max461.000-460.000=1.000
mean2.584-2.593=-0.009
σ0.016-0.029=-0.013
min2.565-2.564=0.002
max2.602-2.632=-0.030
policies=200
mean16100.680-16100.602=0.079
σ0.071-0.089=-0.018
min16100.636-16100.509=0.127
max16100.786-16100.722=0.063
mean9800.000
σ0.000
min9800.000
max9800.000
mean500.500-502.000=-1.500
σ5.000-4.546=0.454
min494.000-496.000=-2.000
max506.000-507.000=-1.000
mean26.018-26.045=-0.027
σ0.073-0.107=-0.034
min25.919-25.955=-0.036
max26.092-26.198=-0.106