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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
mean558.633-558.664=-0.031
σ0.000
min558.633-558.664=-0.031
max558.633-558.664=-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
mean54.888-54.887=0.000
σ0.359-0.357=0.002
min54.753-54.751=0.002
max55.909-55.903=0.006
mean416.000-420.000=-4.000
σ0.000
min416.000-420.000=-4.000
max416.000-420.000=-4.000
mean0.141-0.141=0.000
σ0.004-0.005=-0.001
min0.136-0.137=-0.000
max0.148-0.150=-0.002
cache=y
dps=1
iters=10
policies=100
mean43.855-43.855=0.000
σ0.006-0.004=0.002
min43.845-43.849=-0.004
max43.866-43.863=0.003
mean416.000-420.000=-4.000
σ0.000
min416.000-420.000=-4.000
max416.000-420.000=-4.000
mean0.125-0.124=0.000
σ0.004-0.005=-0.000
min0.120-0.118=0.002
max0.131-0.132=-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
mean4043.875-4043.625=0.250
σ2009.643-2009.733=-0.090
min1216.000
max7146.000-7145.000=1.000
mean13.619-13.507=0.112
σ1.966-1.872=0.094
min12.640-12.364=0.276
max18.437-18.005=0.432
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
mean4043.875-4043.625=0.250
σ2009.643-2009.733=-0.090
min1216.000
max7146.000-7145.000=1.000
mean13.510-13.440=0.071
σ1.752-1.545=0.207
min11.951-11.834=0.118
max17.604-16.873=0.731
op=table_records(), no indexes
mean41.930-41.930=-0.000
σ0.002-0.002=0.000
min41.928-41.928=-0.000
max41.932
mean7146.000-7145.000=1.000
σ0.000
min7146.000-7145.000=1.000
max7146.000-7145.000=1.000
mean14.961-15.455=-0.494
σ0.198-0.178=0.020
min14.651-15.213=-0.562
max15.274-15.807=-0.533
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
mean4043.875-4043.625=0.250
σ2009.643-2009.733=-0.090
min1216.000
max7146.000-7145.000=1.000
mean14.105-14.477=-0.372
σ1.879-1.635=0.245
min11.437-11.622=-0.185
max16.470-16.452=0.018
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
mean4043.875-4043.625=0.250
σ2009.643-2009.733=-0.090
min1216.000
max7146.000-7145.000=1.000
mean9.426-10.045=-0.619
σ1.313-1.659=-0.346
min8.599-8.575=0.024
max12.568-12.795=-0.227
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
mean4043.875-4043.625=0.250
σ2009.643-2009.733=-0.090
min1216.000
max7146.000-7145.000=1.000
mean7.215-7.781=-0.566
σ1.236-1.756=-0.519
min6.484-6.098=0.387
max10.226-10.652=-0.426
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
mean4043.875-4043.625=0.250
σ2009.643-2009.733=-0.090
min1216.000
max7146.000-7145.000=1.000
mean6.100-6.235=-0.135
σ0.510-0.404=0.106
min5.751-5.847=-0.096
max7.318-7.135=0.183
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
mean4043.875-4043.625=0.250
σ2009.643-2009.733=-0.090
min1216.000
max7146.000-7145.000=1.000
mean5.877-5.796=0.081
σ0.577-0.109=0.468
min5.451-5.599=-0.148
max7.262-5.955=1.307

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
mean7146.000-7145.000=1.000
σ0.000
min7146.000-7145.000=1.000
max7146.000-7145.000=1.000
mean384.525-368.397=16.128
σ105.769-56.803=48.966
min344.358-345.272=-0.913
max646.230-508.881=137.349
op=load_product(), with indexes
mean7917.793-7917.792=0.000
σ0.469-0.469=-0.000
min7917.625-7917.624=0.001
max7918.954-7918.954=0.000
mean3276.000-3275.875=0.125
σ1825.817-1826.099=-0.282
min809.000
max5624.000-5626.000=-2.000
mean3701.396-3551.244=150.151
σ1086.416-873.840=212.575
min3100.473-3088.741=11.732
max6195.452-5428.764=766.689

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
mean4043.875-4043.625=0.250
σ2009.643-2009.733=-0.090
min1216.000
max7146.000-7145.000=1.000
mean87.452-92.785=-5.333
σ18.274-22.212=-3.938
min71.677-71.525=0.152
max123.448-126.847=-3.399
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=-0.000
σ0.002-0.002=-0.000
min40.945-40.945=0.000
max40.950
mean7146.000-7145.000=1.000
σ0.000
min7146.000-7145.000=1.000
max7146.000-7145.000=1.000
mean60.479-61.283=-0.804
σ0.263-0.286=-0.023
min60.157-60.945=-0.789
max60.840-61.695=-0.855
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
mean7146.000-7145.000=1.000
σ0.000
min7146.000-7145.000=1.000
max7146.000-7145.000=1.000
mean98.962-100.548=-1.586
σ0.543-0.600=-0.057
min98.423-99.576=-1.153
max99.822-101.479=-1.657

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-14217.171=0.000
σ4.303-4.304=-0.000
min14215.575
max14227.820-14227.821=-0.001
mean4043.875-4043.625=0.250
σ2009.643-2009.733=-0.090
min1216.000
max7146.000-7145.000=1.000
mean7651.777-8022.019=-370.241
σ1680.926-1925.218=-244.293
min6012.516-6055.550=-43.034
max10163.010-11077.642=-914.632
op=vertical_lookup_list() on indexed
mean13159.109-13159.109=-0.000
σ0.002-0.002=-0.000
min13159.106
max13159.110
mean7146.000-7145.000=1.000
σ0.000
min7146.000-7145.000=1.000
max7146.000-7145.000=1.000
mean5129.719-5163.537=-33.818
σ212.393-233.692=-21.299
min4995.550-5026.760=-31.210
max5477.754-5671.890=-194.136

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean478.000-477.000=1.000
σ0.000
min478.000-477.000=1.000
max478.000-477.000=1.000
mean378.985-376.979=2.006
σ20.653-19.227=1.426
min339.730-350.870=-11.140
max393.669-396.126=-2.457
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean562.000-561.000=1.000
σ0.000
min562.000-561.000=1.000
max562.000-561.000=1.000
mean755.339-781.390=-26.051
σ37.529-15.073=22.456
min683.239-760.450=-77.211
max787.466-803.450=-15.984

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.300-1024.299=0.000
σ0.759-0.759=-0.000
min1023.825-1023.827=-0.002
max1027.437-1027.438=-0.001
mean1041.450-1053.800=-12.350
σ299.616-311.971=-12.355
min554.000-570.000=-16.000
max1462.000-1511.000=-49.000
mean1.537-1.547=-0.010
σ0.085-0.065=0.021
min1.344-1.487=-0.143
max1.765-1.767=-0.001

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
mean0.421-0.485=-0.064
σ0.495-0.527=-0.032
min0.153-0.239=-0.086
max1.303-1.427=-0.124
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.827-0.826=0.001
σ0.521-0.523=-0.002
min0.575-0.567=0.008
max1.759-1.762=-0.002
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.378-0.383=-0.005
σ0.046-0.046=-0.000
min0.340-0.347=-0.007
max0.457-0.460=-0.004
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.588-0.585=0.003
σ0.025-0.028=-0.003
min0.570-0.557=0.013
max0.632-0.632=-0.001

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.600-437.200=-0.600
σ6.066-6.535=-0.468
min431.000
max443.000-444.000=-1.000
mean0.590-0.725=-0.136
σ0.103-0.032=0.071
min0.470-0.676=-0.206
max0.745-0.765=-0.020
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean443.000-444.000=-1.000
σ0.000
min443.000-444.000=-1.000
max443.000-444.000=-1.000
mean0.516-0.625=-0.109
σ0.014-0.025=-0.012
min0.494-0.590=-0.096
max0.531-0.645=-0.114

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean443.000-444.000=-1.000
σ0.000
min443.000-444.000=-1.000
max443.000-444.000=-1.000
mean1.952-3.505=-1.553
σ0.059-0.096=-0.037
min1.841-3.381=-1.540
max2.159-3.913=-1.754
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean443.000-444.000=-1.000
σ0.000
min443.000-444.000=-1.000
max443.000-444.000=-1.000
mean1.942-3.598=-1.656
σ0.144-1.087=-0.943
min1.749-3.360=-1.611
max2.976-14.316=-11.340
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean443.000-444.000=-1.000
σ0.000
min443.000-444.000=-1.000
max443.000-444.000=-1.000
mean0.304-0.539=-0.236
σ0.008-0.020=-0.011
min0.284-0.515=-0.231
max0.341-0.665=-0.325
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean443.000-444.000=-1.000
σ0.000
min443.000-444.000=-1.000
max443.000-444.000=-1.000
mean0.292-0.510=-0.218
σ0.013-0.014=-0.001
min0.277-0.486=-0.209
max0.380-0.598=-0.218

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.597-298.676=-0.078
σ1.008-0.983=0.025
min298.243-298.315=-0.072
max301.465-301.473=-0.008
mean447.200-440.000=7.200
σ17.287-12.901=4.386
min426.000-417.000=9.000
max473.000-462.000=11.000
mean0.608-0.599=0.010
σ0.014-0.016=-0.002
min0.593-0.565=0.028
max0.644-0.628=0.015

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
mean1065.750-924.250=141.500
σ34.648-10.607=24.042
min980.000-898.000=82.000
max1078.000-928.000=150.000
mean202.657-205.536=-2.879
σ3.618-3.805=-0.187
min196.314-200.740=-4.426
max207.176-211.028=-3.852
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1065.750-921.375=144.375
σ34.648-18.738=15.910
min980.000-875.000=105.000
max1078.000-928.000=150.000
mean9.098-9.623=-0.525
σ2.032-2.256=-0.224
min6.341-6.474=-0.133
max12.628-14.170=-1.542
phase=parser
mean1042.366-1042.361=0.005
σ0.001-0.000=0.001
min1042.363-1042.361=0.002
max1042.366-1042.362=0.005
mean1065.750-921.375=144.375
σ34.648-18.738=15.910
min980.000-875.000=105.000
max1078.000-928.000=150.000
mean543.174-572.048=-28.874
σ96.982-112.631=-15.648
min404.317-444.469=-40.152
max720.379-771.834=-51.455
phase=processProdDef
mean4850.765-4850.766=-0.002
σ0.000-0.000=-0.000
min4850.765-4850.766=-0.002
max4850.765-4850.767=-0.002
mean1078.000-928.000=150.000
σ0.000
min1078.000-928.000=150.000
max1078.000-928.000=150.000
mean4759.425-5127.229=-367.804
σ446.186-520.627=-74.442
min4035.518-4325.341=-289.824
max5405.891-5881.443=-475.552
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1065.750-921.375=144.375
σ34.648-18.738=15.910
min980.000-875.000=105.000
max1078.000-928.000=150.000
mean34.764-37.364=-2.600
σ10.233-10.645=-0.412
min20.803-21.278=-0.475
max47.427-55.904=-8.477
phase=type checker
mean990.453-990.454=-0.000
σ0.072-0.071=0.001
min990.344-990.348=-0.004
max990.567-990.567=0.000
mean1065.750-924.125=141.625
σ34.648-10.960=23.688
min980.000-897.000=83.000
max1078.000-928.000=150.000
mean728.151-761.789=-33.638
σ102.312-101.680=0.631
min645.664-659.483=-13.819
max931.706-916.983=14.723

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.822-293.821=0.002
σ0.038-0.037=0.001
min293.769-293.768=0.001
max293.861-293.859=0.002
mean442.400-443.000=-0.600
σ0.548-0.000=0.548
min442.000-443.000=-1.000
max443.000
mean0.392-0.402=-0.010
σ0.001-0.005=-0.005
min0.391-0.398=-0.006
max0.393-0.411=-0.018
iters=5
new-facts=1
prior-facts=6402
mean1320.215-1320.221=-0.006
σ0.043-0.036=0.007
min1320.148-1320.165=-0.017
max1320.259-1320.260=-0.001
mean1065.800-1099.000=-33.200
σ164.260-190.330=-26.070
min844.000-838.000=6.000
max1266.000-1327.000=-61.000
mean2.261-2.231=0.030
σ0.105-0.065=0.039
min2.174-2.172=0.001
max2.430-2.337=0.093
iters=5
new-facts=6402
prior-facts=1
mean1560.618-1560.609=0.008
σ6.222-6.219=0.003
min1557.626-1557.632=-0.007
max1571.743-1571.730=0.013
mean619.000-617.200=1.800
σ82.553-81.729=0.824
min494.000-493.000=1.000
max716.000-712.000=4.000
mean2.316-2.273=0.043
σ0.202-0.092=0.110
min2.175-2.192=-0.017
max2.662-2.431=0.231
iters=5
new-facts=6402
prior-facts=6402
mean1882.179-1882.158=0.021
σ0.058-0.064=-0.006
min1882.116-1882.070=0.046
max1882.260-1882.240=0.020
mean1707.200-1737.400=-30.200
σ253.564-176.514=77.050
min1395.000-1475.000=-80.000
max2042.000-1889.000=153.000
mean2.965-3.012=-0.047
σ0.063-0.106=-0.043
min2.900-2.888=0.012
max3.049-3.163=-0.114

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.778-1.777=0.001
σ0.091-0.138=-0.047
min1.617-1.600=0.017
max1.834-1.897=-0.063

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.081-452.081=0.000
σ582.722-582.722=0.000
min160.718-160.718=-0.000
max1326.165-1326.165=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
mean0.533-0.543=-0.010
σ0.522-0.531=-0.009
min0.266-0.268=-0.002
max1.315-1.339=-0.024
policies=20
mean1607.514-1607.521=-0.007
σ0.405-0.419=-0.014
min1607.237-1607.236=0.001
max1608.113-1608.141=-0.028
mean980.000
σ0.000
min980.000
max980.000
mean450.500-445.750=4.750
σ8.660-7.500=1.160
min443.000-442.000=1.000
max458.000-457.000=1.000
mean2.692-2.698=-0.007
σ0.025-0.021=0.005
min2.672-2.680=-0.008
max2.729-2.725=0.004
policies=200
mean16083.482-16083.449=0.033
σ0.130-0.082=0.048
min16083.358-16083.341=0.017
max16083.664-16083.520=0.144
mean9800.000
σ0.000
min9800.000
max9800.000
mean499.250-495.750=3.500
σ3.862-2.872=0.990
min494.000-492.000=2.000
max503.000-499.000=4.000
mean27.155-27.191=-0.036
σ0.069-0.093=-0.024
min27.064-27.092=-0.028
max27.229-27.282=-0.053