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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
mean54.773-54.774=-0.001
σ0.365-0.362=0.003
min54.624-54.628=-0.004
max55.812-55.804=0.008
mean417.800-417.000=0.800
σ0.422-0.000=0.422
min417.000
max418.000-417.000=1.000
mean0.139-0.140=-0.001
σ0.005-0.004=0.001
min0.132-0.137=-0.004
max0.147-0.149=-0.002
cache=y
dps=1
iters=10
policies=100
mean43.773-43.773=0.000
σ0.007-0.005=0.002
min43.764-43.763=0.001
max43.782-43.778=0.004
mean418.000-417.000=1.000
σ0.000
min418.000-417.000=1.000
max418.000-417.000=1.000
mean0.122-0.123=-0.000
σ0.003-0.005=-0.002
min0.120-0.118=0.003
max0.128-0.131=-0.003

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
mean4591.750-4589.000=2.750
σ2248.534-2246.943=1.591
min1487.000-1486.000=1.000
max7383.000-7380.000=3.000
mean143.994-173.211=-29.217
σ370.858-453.236=-82.377
min11.836-12.094=-0.258
max1061.809-1294.902=-233.093
op=column_set() on indexed, repeat
mean36.617-36.617=0.000
σ0.000-0.000=0.000
min36.617
max36.618-36.618=0.000
mean4591.750-4589.000=2.750
σ2248.534-2246.943=1.591
min1487.000-1486.000=1.000
max7383.000-7380.000=3.000
mean14.847-14.597=0.250
σ4.677-3.727=0.950
min11.642-11.766=-0.124
max25.048-22.617=2.431
op=table_records(), no indexes
mean41.948-41.948=0.000
σ0.002-0.002=-0.000
min41.946
max41.951-41.951=-0.000
mean7383.000-7380.000=3.000
σ0.000
min7383.000-7380.000=3.000
max7383.000-7380.000=3.000
mean12.060-11.096=0.964
σ1.979-0.190=1.789
min10.852-10.756=0.096
max16.420-11.306=5.113
op=table_records(), repeat
mean41.934-41.933=0.001
σ0.001-0.000=0.001
min41.933
max41.937-41.934=0.003
mean4182.625-4180.500=2.125
σ1945.444-1943.639=1.805
min1487.000-1486.000=1.000
max7383.000-7380.000=3.000
mean11.802-11.655=0.147
σ1.964-1.761=0.202
min10.887-10.774=0.113
max16.634-15.963=0.671
op=vertical_lookup_list() on indexed, after table_records()
mean27.655-27.655=-0.000
σ0.137-0.136=0.000
min27.606
max27.993-27.993=0.000
mean4182.625-4180.500=2.125
σ1945.444-1943.639=1.805
min1487.000-1486.000=1.000
max7383.000-7380.000=3.000
mean9.216-9.105=0.111
σ1.252-1.404=-0.152
min8.099-8.223=-0.125
max12.208-12.523=-0.315
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.406-26.406=0.000
σ0.000-0.000=-0.000
min26.406
max26.406
mean4182.625-4180.500=2.125
σ1945.444-1943.639=1.805
min1487.000-1486.000=1.000
max7383.000-7380.000=3.000
mean7.274-6.977=0.297
σ0.853-0.859=-0.007
min6.549-6.154=0.395
max9.255-9.015=0.240
op=vertical_lookup_row_list() on 2 indexed
mean25.681
σ0.003-0.003=-0.000
min25.680
max25.688-25.688=-0.000
mean4591.750-4589.000=2.750
σ2248.534-2246.943=1.591
min1487.000-1486.000=1.000
max7383.000-7380.000=3.000
mean6.612-6.622=-0.010
σ1.094-0.993=0.101
min5.820-5.942=-0.122
max9.087-8.849=0.238
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.984-25.984=-0.000
σ0.000-0.000=0.000
min25.984-25.984=-0.000
max25.986-25.985=0.000
mean4591.750-4589.000=2.750
σ2248.534-2246.943=1.591
min1487.000-1486.000=1.000
max7383.000-7380.000=3.000
mean6.410-6.420=-0.010
σ1.100-1.065=0.035
min5.653-5.785=-0.133
max8.773-8.808=-0.036

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.625
σ0.002
min1021.623
max1021.627
mean7383.000-7380.000=3.000
σ0.000
min7383.000-7380.000=3.000
max7383.000-7380.000=3.000
mean350.454-362.600=-12.147
σ3.107-42.313=-39.205
min345.866-343.280=2.586
max354.818-467.128=-112.310
op=load_product(), with indexes
mean3495.876-3495.876=-0.000
σ0.466-0.467=-0.000
min3495.711
max3497.030-3497.031=-0.001
mean3758.875-3756.500=2.375
σ2300.350-2298.332=2.018
min720.000
max7383.000-7380.000=3.000
mean1750.143-1741.234=8.909
σ574.602-599.216=-24.614
min1394.757-1394.635=0.122
max2831.021-2958.288=-127.267

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
min107.853-107.854=-0.000
max107.855-107.854=0.000
mean4410.875-4409.375=1.500
σ2217.785-2216.467=1.318
min1487.000-1486.000=1.000
max7383.000-7380.000=3.000
mean267.772-230.984=36.788
σ369.209-271.170=98.039
min123.744-125.987=-2.243
max1180.401-900.749=279.651
op=column_set() on unindexed, dense, repeat
mean62.081-62.081=0.000
σ0.000-0.000=0.000
min62.081
max62.082-62.082=0.000
mean4410.875-4409.375=1.500
σ2217.785-2216.467=1.318
min1487.000-1486.000=1.000
max7383.000-7380.000=3.000
mean46.164-46.409=-0.245
σ8.498-8.368=0.129
min41.530-42.111=-0.581
max66.881-66.769=0.112
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.948-40.948=0.000
σ0.002-0.002=-0.000
min40.947
max40.950
mean7383.000-7380.000=3.000
σ0.000
min7383.000-7380.000=3.000
max7383.000-7380.000=3.000
mean169.594-22.293=147.301
σ414.671-1.626=413.045
min21.271-21.613=-0.341
max1195.833-26.307=1169.526
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.308-71.308=-0.000
σ0.002-0.002=0.000
min71.307-71.307=0.000
max71.311
mean7383.000-7380.000=3.000
σ0.000
min7383.000-7380.000=3.000
max7383.000-7380.000=3.000
mean63.782-300.031=-236.248
σ20.120-686.776=-666.655
min55.319-55.961=-0.641
max113.420-1999.703=-1886.283

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.850-4646.850=-0.000
σ0.013-0.014=-0.000
min4646.845
max4646.883-4646.884=-0.001
mean4182.625-4180.500=2.125
σ1945.444-1943.639=1.805
min1487.000-1486.000=1.000
max7383.000-7380.000=3.000
mean3272.147-3241.828=30.319
σ710.974-776.837=-65.864
min2526.717-2505.186=21.531
max4410.970-4808.739=-397.768
op=vertical_lookup_list() on indexed
mean1973.851
σ0.002
min1973.849
max1973.854
mean7383.000-7380.000=3.000
σ0.000
min7383.000-7380.000=3.000
max7383.000-7380.000=3.000
mean1038.403-1038.527=-0.124
σ196.611-187.495=9.116
min930.953-927.558=3.396
max1413.835-1469.608=-55.772
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.105
σ0.002
min905.102
max905.108
mean7383.000-7380.000=3.000
σ0.000
min7383.000-7380.000=3.000
max7383.000-7380.000=3.000
mean409.481-390.925=18.556
σ38.261-6.406=31.855
min391.624-378.738=12.885
max503.929-402.298=101.631

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean478.000-475.000=3.000
σ0.000-1.069=-1.069
min478.000-474.000=4.000
max478.000-476.000=2.000
mean375.533-333.920=41.613
σ36.730-38.170=-1.440
min320.102-297.294=22.808
max415.777-395.542=20.236
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean560.000-564.000=-4.000
σ1.309-0.000=1.309
min559.000-564.000=-5.000
max563.000-564.000=-1.000
mean723.427-768.074=-44.647
σ69.359-33.504=35.855
min634.665-711.798=-77.133
max803.576-822.502=-18.926

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean963.968-963.971=-0.003
σ1.822-1.820=0.002
min963.267-963.266=0.001
max971.673-971.667=0.006
mean1046.300-1043.800=2.500
σ320.886-313.857=7.029
min542.000-593.000=-51.000
max1568.000-1503.000=65.000
mean1.299-1.294=0.005
σ0.164-0.150=0.014
min1.185-1.175=0.010
max1.906-1.764=0.141

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.912
σ0.020
min0.902
max0.948
mean402.000
σ0.000
min402.000
max402.000
mean0.401-0.408=-0.007
σ0.548-0.530=0.018
min0.126-0.137=-0.011
max1.377-1.352=0.025
name=error_case.art
mean2.339
σ0.012
min2.333
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.470-0.468=0.001
σ0.324-0.320=0.005
min0.317-0.313=0.004
max1.049-1.040=0.010
name=heavy_item.art
mean1.521
σ0.002
min1.519
max1.523
mean402.000
σ0.000
min402.000
max402.000
mean0.223-0.219=0.003
σ0.023-0.024=-0.001
min0.203-0.199=0.003
max0.262-0.259=0.003
name=nested_use.art
mean2.356
σ0.002
min2.356
max2.359
mean402.000
σ0.000
min402.000
max402.000
mean0.329-0.325=0.003
σ0.016-0.017=-0.001
min0.319-0.313=0.006
max0.356-0.353=0.003

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean963.522
σ0.011
min963.517
max963.541
mean434.400-431.400=3.000
σ1.342-2.191=-0.849
min432.000-430.000=2.000
max435.000
mean0.590-0.567=0.023
σ0.029-0.050=-0.021
min0.551-0.484=0.068
max0.621-0.608=0.012
name=cdr_enhanced_4k_loc.art
mean885.094
σ0.002
min885.092
max885.096
mean435.000
σ0.000
min435.000
max435.000
mean0.522-0.463=0.059
σ0.006-0.036=-0.030
min0.513-0.421=0.092
max0.527-0.515=0.012

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.706
σ0.002
min7.705
max7.709
mean435.000
σ0.000
min435.000
max435.000
mean1.975-1.964=0.010
σ0.067-0.075=-0.008
min1.819-1.861=-0.041
max2.188-2.236=-0.048
name=record_render_large_syntax_err.art
mean7.654
σ0.002
min7.653
max7.657
mean435.000
σ0.000
min435.000
max435.000
mean2.615-1.951=0.664
σ0.137-0.062=0.074
min1.995-1.812=0.184
max3.486-2.159=1.327
name=record_render_success.art
mean2.286
σ0.002
min2.285
max2.289
mean435.000
σ0.000
min435.000
max435.000
mean0.308-0.306=0.002
σ0.016-0.008=0.008
min0.292-0.291=0.002
max0.422-0.347=0.075
name=record_render_syntax_err.art
mean2.161
σ0.002
min2.160
max2.164
mean435.000
σ0.000
min435.000
max435.000
mean0.293-0.290=0.003
σ0.011-0.007=0.004
min0.281-0.279=0.002
max0.380-0.324=0.056

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.862-11.671=0.191
σ12.651-12.121=0.531
min0.574-0.574=-0.000
max136.264-96.651=39.613
mean466.879-466.320=0.559
σ19.491-20.711=-1.220
min408.000-407.000=1.000
max480.000-483.000=-3.000
mean0.027-0.027=0.000
σ0.031-0.030=0.001
min0.001-0.001=0.000
max0.323-0.240=0.083

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean278.590-278.838=-0.247
σ1.072-1.065=0.007
min278.201-278.315=-0.114
max281.638-281.858=-0.220
mean448.400-444.700=3.700
σ17.583-17.506=0.077
min426.000-414.000=12.000
max475.000-469.000=6.000
mean0.578-0.579=-0.001
σ0.024-0.027=-0.003
min0.536-0.526=0.010
max0.617-0.633=-0.016

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean173.737
σ0.000-0.000=0.000
min173.737
max173.738-173.738=0.000
mean840.000-843.000=-3.000
σ0.000
min840.000-843.000=-3.000
max840.000-843.000=-3.000
mean256.665-234.361=22.304
σ16.422-19.861=-3.440
min219.124-211.666=7.458
max271.082-268.911=2.171
phase=macro expansion
mean6.129
σ0.000
min6.129
max6.129
mean840.000-842.500=-2.500
σ0.000-1.414=-1.414
min840.000-839.000=1.000
max840.000-843.000=-3.000
mean9.603-9.189=0.414
σ0.107-0.974=-0.867
min9.389-7.538=1.850
max9.710-9.833=-0.122
phase=parser
mean1041.044-1041.043=0.001
σ0.000-0.000=0.000
min1041.044-1041.043=0.001
max1041.045-1041.043=0.001
mean840.000-842.500=-2.500
σ0.000-1.414=-1.414
min840.000-839.000=1.000
max840.000-843.000=-3.000
mean591.093-567.263=23.829
σ5.372-75.849=-70.477
min582.577-422.844=159.732
max600.528-618.526=-17.998
phase=processProdDef
mean2243.970-2243.973=-0.003
σ0.000
min2243.970-2243.973=-0.003
max2243.970-2243.973=-0.003
mean840.000-843.000=-3.000
σ0.000
min840.000-843.000=-3.000
max840.000-843.000=-3.000
mean2807.610-2964.581=-156.970
σ373.816-350.031=23.785
min2195.249-2495.277=-300.029
max3340.858-3402.198=-61.340
phase=renaming
mean21.669-21.673=-0.004
σ0.000
min21.669-21.673=-0.004
max21.669-21.673=-0.004
mean840.000-842.500=-2.500
σ0.000-1.414=-1.414
min840.000-839.000=1.000
max840.000-843.000=-3.000
mean40.157-37.411=2.745
σ0.412-6.532=-6.120
min39.564-26.764=12.800
max40.835-41.466=-0.632
phase=type checker
mean989.751
σ0.066
min989.653
max989.841
mean840.000-842.500=-2.500
σ0.000-1.414=-1.414
min840.000-839.000=1.000
max840.000-843.000=-3.000
mean681.613-710.656=-29.043
σ12.001-27.880=-15.879
min671.242-672.584=-1.342
max710.025-740.982=-30.957

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.393-282.394=-0.001
σ0.024-0.036=-0.011
min282.371-282.338=0.034
max282.424-282.425=-0.000
mean443.400
σ0.548
min443.000
max444.000
mean0.379-0.377=0.002
σ0.002-0.002=0.001
min0.376-0.375=0.001
max0.382-0.380=0.002
iters=5
new-facts=1
prior-facts=6402
mean1267.144-1267.106=0.037
σ0.111-0.090=0.021
min1266.994-1267.003=-0.009
max1267.302-1267.233=0.069
mean1094.200-1090.800=3.400
σ169.529-173.265=-3.735
min892.000-853.000=39.000
max1324.000-1296.000=28.000
mean2.174-1.946=0.228
σ0.220-0.150=0.070
min1.953-1.812=0.141
max2.544-2.113=0.431
iters=5
new-facts=6402
prior-facts=1
mean1506.077-1506.135=-0.058
σ2.958-2.934=0.023
min1504.546-1504.631=-0.085
max1511.355-1511.375=-0.020
mean624.000-615.400=8.600
σ87.164-78.640=8.523
min494.000-495.000=-1.000
max726.000-704.000=22.000
mean2.213-2.312=-0.099
σ0.220-0.285=-0.065
min2.089-2.084=0.005
max2.604-2.659=-0.055
iters=5
new-facts=6402
prior-facts=6402
mean1829.100-1829.103=-0.003
σ0.046-0.027=0.018
min1829.034-1829.055=-0.021
max1829.143-1829.121=0.022
mean1726.000-1742.200=-16.200
σ188.738-246.904=-58.166
min1462.000-1428.000=34.000
max1900.000-2057.000=-157.000
mean3.050-2.926=0.124
σ0.347-0.092=0.255
min2.849-2.841=0.009
max3.668-3.066=0.602

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.695-1.759=-0.064
σ0.144-0.112=0.032
min1.595-1.578=0.017
max1.942-1.848=0.094

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean397.517-397.516=0.002
σ517.689-517.689=0.000
min138.670-138.670=0.000
max1174.051-1174.050=0.002
mean97.750
σ7.500
min94.000
max109.000
mean441.000-447.000=-6.000
σ0.000
min441.000-447.000=-6.000
max441.000-447.000=-6.000
mean0.494-0.503=-0.008
σ0.514-0.533=-0.020
min0.233-0.234=-0.001
max1.265-1.303=-0.038
policies=20
mean1386.839-1386.838=0.001
σ0.164-0.166=-0.001
min1386.726-1386.726=-0.000
max1387.083-1387.084=-0.001
mean940.000
σ0.000
min940.000
max940.000
mean445.000-450.000=-5.000
σ4.619-6.000=-1.381
min441.000-447.000=-6.000
max449.000-459.000=-10.000
mean2.317-2.320=-0.003
σ0.012-0.018=-0.006
min2.300-2.303=-0.003
max2.327-2.340=-0.013
policies=200
mean13876.802-13876.885=-0.083
σ0.179-0.098=0.081
min13876.543-13876.807=-0.264
max13876.954-13877.029=-0.075
mean9400.000
σ0.000
min9400.000
max9400.000
mean497.500-499.000=-1.500
σ5.196-4.690=0.506
min492.000-493.000=-1.000
max504.000
mean23.461-23.435=0.026
σ0.129-0.081=0.048
min23.344-23.361=-0.017
max23.615-23.531=0.084