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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
mean54.889-54.889=0.000
σ0.358-0.360=-0.002
min54.749
max55.907-55.913=-0.006
mean416.000-417.000=-1.000
σ0.000
min416.000-417.000=-1.000
max416.000-417.000=-1.000
mean0.139-0.141=-0.002
σ0.005-0.005=-0.000
min0.133-0.136=-0.003
max0.148-0.149=-0.001
cache=y
dps=1
iters=10
policies=100
mean43.857-43.854=0.004
σ0.006-0.007=-0.001
min43.848-43.841=0.007
max43.870-43.868=0.002
mean416.000-417.000=-1.000
σ0.000
min416.000-417.000=-1.000
max416.000-417.000=-1.000
mean0.132-0.123=0.009
σ0.011-0.006=0.005
min0.120-0.115=0.005
max0.152-0.132=0.020

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
mean4044.500-4042.500=2.000
σ2010.123-2009.182=0.941
min1218.000
max7149.000-7150.000=-1.000
mean12.989-12.284=0.705
σ1.763-0.269=1.494
min11.993-11.932=0.061
max17.284-12.655=4.629
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
mean4044.500-4042.500=2.000
σ2010.123-2009.182=0.941
min1218.000
max7149.000-7150.000=-1.000
mean13.003-12.395=0.608
σ1.637-0.668=0.969
min11.407-11.239=0.169
max16.805-12.863=3.943
op=table_records(), no indexes
mean41.929
σ0.002-0.002=0.000
min41.928
max41.932-41.932=0.000
mean7149.000-7150.000=-1.000
σ0.000
min7149.000-7150.000=-1.000
max7149.000-7150.000=-1.000
mean14.768-14.712=0.056
σ0.203-0.191=0.012
min14.482-14.418=0.064
max15.032-15.019=0.013
op=table_records(), repeat
mean41.930-41.929=0.000
σ0.002-0.002=-0.000
min41.927
max41.932
mean4044.500-4042.500=2.000
σ2010.123-2009.182=0.941
min1218.000
max7149.000-7150.000=-1.000
mean14.280-13.614=0.667
σ1.670-1.559=0.111
min10.372-10.259=0.113
max15.390-15.279=0.111
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
mean4044.500-4042.500=2.000
σ2010.123-2009.182=0.941
min1218.000
max7149.000-7150.000=-1.000
mean9.113-9.309=-0.197
σ1.234-1.357=-0.123
min8.033-8.292=-0.260
max11.877-12.373=-0.496
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401-26.401=0.000
σ0.002-0.002=-0.000
min26.400-26.400=0.000
max26.404
mean4044.500-4042.500=2.000
σ2010.123-2009.182=0.941
min1218.000
max7149.000-7150.000=-1.000
mean7.047-7.234=-0.187
σ1.252-1.224=0.029
min6.144-6.218=-0.074
max9.732-9.914=-0.182
op=vertical_lookup_row_list() on 2 indexed
mean25.668-25.668=-0.000
σ0.004-0.004=-0.000
min25.665-25.666=-0.000
max25.677-25.678=-0.000
mean4044.500-4042.500=2.000
σ2010.123-2009.182=0.941
min1218.000
max7149.000-7150.000=-1.000
mean5.592-5.589=0.003
σ0.530-0.093=0.437
min5.297-5.388=-0.092
max6.859-5.682=1.177
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
mean4044.500-4042.500=2.000
σ2010.123-2009.182=0.941
min1218.000
max7149.000-7150.000=-1.000
mean5.503-5.399=0.104
σ0.514-0.071=0.443
min5.177-5.290=-0.113
max6.757-5.493=1.263

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
mean7149.000-7150.000=-1.000
σ0.000
min7149.000-7150.000=-1.000
max7149.000-7150.000=-1.000
mean373.847-377.478=-3.631
σ76.941-84.374=-7.432
min343.418-343.600=-0.182
max564.190-586.202=-22.012
op=load_product(), with indexes
mean7917.793-7917.793=-0.001
σ0.469-0.469=0.000
min7917.624-7917.625=-0.001
max7918.954
mean3275.500-3273.500=2.000
σ1826.597-1824.195=2.402
min810.000-809.000=1.000
max5626.000-5622.000=4.000
mean3681.298-3612.105=69.193
σ1078.654-1033.662=44.992
min3079.118-3102.533=-23.415
max6164.655-5982.640=182.014

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
mean4044.500-4042.500=2.000
σ2010.123-2009.182=0.941
min1218.000
max7149.000-7150.000=-1.000
mean85.180-88.697=-3.517
σ18.878-21.347=-2.469
min69.729-69.828=-0.100
max119.354-121.334=-1.980
op=vertical_lookup_list() on unindexed missing Int
mean40.946
σ0.002
min40.945
max40.950
mean7149.000-7150.000=-1.000
σ0.000
min7149.000-7150.000=-1.000
max7149.000-7150.000=-1.000
mean59.719-60.479=-0.760
σ0.265-0.293=-0.029
min59.444-60.006=-0.561
max60.254-60.814=-0.560
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.688-66.688=-0.000
σ0.002-0.002=0.000
min66.686-66.686=-0.000
max66.691-66.691=0.000
mean7149.000-7150.000=-1.000
σ0.000
min7149.000-7150.000=-1.000
max7149.000-7150.000=-1.000
mean98.501-99.679=-1.178
σ0.652-0.685=-0.033
min97.513-98.209=-0.696
max99.234-100.543=-1.309

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-14217.171=0.000
σ4.303-4.304=-0.000
min14215.575-14215.576=-0.001
max14227.820-14227.821=-0.001
mean4044.500-4042.500=2.000
σ2010.123-2009.182=0.941
min1218.000
max7149.000-7150.000=-1.000
mean7692.457-7827.543=-135.086
σ1850.731-1871.453=-20.722
min5990.147-6012.739=-22.591
max10878.626-10683.885=194.740
op=vertical_lookup_list() on indexed
mean13159.109
σ0.002-0.002=-0.000
min13159.106
max13159.110
mean7149.000-7150.000=-1.000
σ0.000
min7149.000-7150.000=-1.000
max7149.000-7150.000=-1.000
mean5127.200-5121.913=5.287
σ199.799-191.316=8.483
min4998.744-5004.673=-5.929
max5490.801-5502.942=-12.141

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
mean331.186-371.718=-40.532
σ35.703-25.232=10.472
min292.542-331.123=-38.581
max396.699-392.931=3.768
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean559.000-562.000=-3.000
σ0.000
min559.000-562.000=-3.000
max559.000-562.000=-3.000
mean713.932-763.882=-49.950
σ83.494-27.820=55.674
min602.509-716.173=-113.664
max828.175-783.360=44.815

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.300-1024.299=0.001
σ0.758-0.759=-0.001
min1023.827-1023.827=-0.000
max1027.434-1027.438=-0.004
mean1040.600-1053.600=-13.000
σ300.046-312.486=-12.441
min552.000-569.000=-17.000
max1461.000-1511.000=-50.000
mean1.558-1.548=0.010
σ0.080-0.047=0.033
min1.469-1.486=-0.017
max1.800-1.645=0.155

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
mean0.441-0.285=0.155
σ0.489-0.263=0.226
min0.157-0.141=0.016
max1.313-0.751=0.562
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.829-0.471=0.358
σ0.527-0.321=0.206
min0.571-0.316=0.255
max1.770-1.045=0.726
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.383-0.219=0.164
σ0.041-0.021=0.020
min0.350-0.201=0.150
max0.454-0.255=0.199
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.604-0.328=0.276
σ0.035-0.018=0.018
min0.572-0.314=0.258
max0.661-0.357=0.304

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.000-431.000=5.000
σ2.236-0.000=2.236
min432.000-431.000=1.000
max437.000-431.000=6.000
mean0.639-0.531=0.109
σ0.102-0.051=0.050
min0.525-0.484=0.041
max0.758-0.609=0.149
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean437.000-431.000=6.000
σ0.000
min437.000-431.000=6.000
max437.000-431.000=6.000
mean0.462-0.497=-0.035
σ0.023-0.029=-0.006
min0.439-0.446=-0.007
max0.498-0.518=-0.020

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean437.000-431.000=6.000
σ0.000
min437.000-431.000=6.000
max437.000-431.000=6.000
mean2.584-2.590=-0.006
σ0.172-0.089=0.083
min1.996-2.452=-0.456
max2.991-2.868=0.123
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean437.000-431.000=6.000
σ0.000
min437.000-431.000=6.000
max437.000-431.000=6.000
mean2.583-2.590=-0.007
σ0.096-0.097=-0.001
min2.422-2.453=-0.031
max2.922-2.895=0.027
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean437.000-431.000=6.000
σ0.000
min437.000-431.000=6.000
max437.000-431.000=6.000
mean0.312-0.310=0.001
σ0.035-0.024=0.011
min0.292-0.290=0.002
max0.644-0.519=0.125
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean437.000-431.000=6.000
σ0.000
min437.000-431.000=6.000
max437.000-431.000=6.000
mean0.293-0.296=-0.003
σ0.008-0.013=-0.005
min0.280-0.280=0.000
max0.345-0.385=-0.040

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.817-298.462=0.356
σ1.029-1.011=0.018
min298.409-298.056=0.353
max301.742-301.336=0.406
mean441.600-441.200=0.400
σ14.470-13.497=0.973
min420.000
max464.000-461.000=3.000
mean0.605-0.590=0.015
σ0.015-0.032=-0.017
min0.581-0.529=0.053
max0.634-0.643=-0.010

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
mean942.625-954.000=-11.375
σ15.203-22.627=-7.425
min905.000-898.000=7.000
max948.000-962.000=-14.000
mean204.932-209.425=-4.492
σ4.558-3.552=1.006
min198.365-203.721=-5.356
max211.281-213.507=-2.226
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean942.625-953.250=-10.625
σ15.203-24.749=-9.546
min905.000-892.000=13.000
max948.000-962.000=-14.000
mean8.806-9.290=-0.484
σ1.610-2.033=-0.423
min6.437-6.389=0.048
max10.848-12.718=-1.870
phase=parser
mean1042.363-1042.363=-0.000
σ0.000-0.000=-0.000
min1042.363
max1042.364
mean942.625-953.250=-10.625
σ15.203-24.749=-9.546
min905.000-892.000=13.000
max948.000-962.000=-14.000
mean514.507-492.159=22.348
σ94.213-76.861=17.352
min375.210-383.675=-8.465
max619.013-634.035=-15.022
phase=processProdDef
mean4850.767
σ0.000
min4850.767
max4850.767
mean948.000-962.000=-14.000
σ0.000
min948.000-962.000=-14.000
max948.000-962.000=-14.000
mean5020.256-4945.396=74.860
σ367.075-395.300=-28.224
min4561.712-4412.889=148.823
max5547.018-5408.975=138.043
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean942.625-953.250=-10.625
σ15.203-24.749=-9.546
min905.000-892.000=13.000
max948.000-962.000=-14.000
mean33.895-36.401=-2.507
σ9.562-9.817=-0.255
min21.201-20.874=0.327
max44.785-47.294=-2.510
phase=type checker
mean990.454
σ0.071
min990.348
max990.567
mean942.625-953.875=-11.250
σ15.203-22.981=-7.778
min905.000-897.000=8.000
max948.000-962.000=-14.000
mean727.758-688.169=39.590
σ79.228-30.834=48.394
min650.722-643.360=7.362
max881.315-754.954=126.360

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.822-293.820=0.002
σ0.038-0.038=-0.000
min293.770-293.767=0.003
max293.861-293.859=0.002
mean443.000-442.400=0.600
σ0.000-0.548=-0.548
min443.000-442.000=1.000
max443.000
mean0.395-0.393=0.002
σ0.004-0.001=0.003
min0.390-0.392=-0.002
max0.401-0.395=0.006
iters=5
new-facts=1
prior-facts=6402
mean1320.218-1320.199=0.019
σ0.043-0.091=-0.048
min1320.149-1320.084=0.065
max1320.255-1320.338=-0.083
mean1066.000-1065.400=0.600
σ165.398-165.364=0.034
min842.000
max1267.000
mean2.265-2.145=0.120
σ0.099-0.205=-0.106
min2.165-2.020=0.146
max2.417-2.505=-0.088
iters=5
new-facts=6402
prior-facts=1
mean1560.614-1560.617=-0.004
σ6.216-6.232=-0.015
min1557.633-1557.616=0.017
max1571.730-1571.759=-0.029
mean619.000-618.200=0.800
σ82.686-82.309=0.378
min494.000
max716.000-715.000=1.000
mean2.290-2.383=-0.093
σ0.137-0.252=-0.115
min2.153-2.086=0.068
max2.512-2.717=-0.204
iters=5
new-facts=6402
prior-facts=6402
mean1882.176-1882.184=-0.008
σ0.058-0.069=-0.012
min1882.112-1882.102=0.010
max1882.252-1882.274=-0.022
mean1710.600-1708.600=2.000
σ257.948-257.757=0.191
min1395.000-1393.000=2.000
max2054.000-2051.000=3.000
mean2.969-2.955=0.014
σ0.077-0.097=-0.020
min2.884-2.832=0.052
max3.048-3.079=-0.031

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.759-1.738=0.021
σ0.091-0.168=-0.077
min1.618-1.463=0.155
max1.853-1.910=-0.056

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.082-452.082=-0.000
σ582.723-582.722=0.000
min160.717-160.720=-0.003
max1326.166-1326.166=0.001
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
mean0.547-0.536=0.011
σ0.547-0.535=0.011
min0.267-0.266=0.001
max1.367-1.339=0.028
policies=20
mean1607.538-1607.506=0.032
σ0.418-0.412=0.006
min1607.257-1607.228=0.029
max1608.158-1608.116=0.042
mean980.000
σ0.000
min980.000
max980.000
mean450.500-449.000=1.500
σ8.660-8.083=0.577
min443.000-442.000=1.000
max458.000-456.000=2.000
mean2.708-2.688=0.020
σ0.021-0.011=0.010
min2.682-2.674=0.008
max2.731-2.697=0.034
policies=200
mean16083.453-16083.472=-0.019
σ0.195-0.173=0.022
min16083.328-16083.295=0.033
max16083.741-16083.692=0.049
mean9800.000
σ0.000
min9800.000
max9800.000
mean496.750-496.500=0.250
σ2.986-3.317=-0.331
min494.000-492.000=2.000
max501.000-500.000=1.000
mean27.222-27.154=0.068
σ0.162-0.062=0.101
min27.070-27.098=-0.027
max27.440-27.233=0.208