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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
mean54.880-54.881=-0.000
σ0.359-0.361=-0.002
min54.742-54.742=-0.000
max55.901-55.906=-0.005
mean422.000-416.000=6.000
σ0.000
min422.000-416.000=6.000
max422.000-416.000=6.000
mean0.141-0.142=-0.000
σ0.005-0.006=-0.001
min0.137-0.137=-0.001
max0.150-0.153=-0.003
cache=y
dps=1
iters=10
policies=100
mean43.849-43.850=-0.001
σ0.005-0.005=0.000
min43.838-43.842=-0.004
max43.857-43.860=-0.003
mean422.000-416.000=6.000
σ0.000
min422.000-416.000=6.000
max422.000-416.000=6.000
mean0.123-0.125=-0.002
σ0.005-0.004=0.002
min0.116-0.122=-0.007
max0.131-0.133=-0.002

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
mean4042.125-4043.500=-1.375
σ2009.338-2009.675=-0.337
min1218.000-1217.000=1.000
max7148.000-7149.000=-1.000
mean13.452-12.694=0.757
σ1.922-1.739=0.183
min12.178-11.912=0.266
max18.106-16.980=1.126
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
mean4042.125-4043.500=-1.375
σ2009.338-2009.675=-0.337
min1218.000-1217.000=1.000
max7148.000-7149.000=-1.000
mean13.436-12.578=0.858
σ1.937-1.977=-0.041
min11.929-11.178=0.751
max18.122-17.229=0.893
op=table_records(), no indexes
mean41.930-41.930=0.000
σ0.002-0.002=0.000
min41.928
max41.933-41.932=0.001
mean7148.000-7149.000=-1.000
σ0.000
min7148.000-7149.000=-1.000
max7148.000-7149.000=-1.000
mean15.218-14.697=0.521
σ0.217-0.144=0.073
min15.000-14.500=0.500
max15.585-14.957=0.627
op=table_records(), repeat
mean41.929-41.929=0.000
σ0.002-0.002=0.000
min41.927-41.927=-0.000
max41.932-41.932=-0.000
mean4042.125-4043.500=-1.375
σ2009.338-2009.675=-0.337
min1218.000-1217.000=1.000
max7148.000-7149.000=-1.000
mean14.607-14.013=0.594
σ1.598-1.646=-0.048
min10.980-10.247=0.733
max15.953-15.384=0.569
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.654=-0.000
σ0.136-0.136=0.000
min27.604-27.604=0.000
max27.991
mean4042.125-4043.500=-1.375
σ2009.338-2009.675=-0.337
min1218.000-1217.000=1.000
max7148.000-7149.000=-1.000
mean9.941-9.388=0.553
σ1.654-1.595=0.059
min8.780-8.038=0.742
max12.650-12.106=0.544
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
mean4042.125-4043.500=-1.375
σ2009.338-2009.675=-0.337
min1218.000-1217.000=1.000
max7148.000-7149.000=-1.000
mean7.585-7.148=0.437
σ1.536-1.628=-0.092
min6.277-5.925=0.352
max10.175-9.812=0.363
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
mean4042.125-4043.500=-1.375
σ2009.338-2009.675=-0.337
min1218.000-1217.000=1.000
max7148.000-7149.000=-1.000
mean6.148-5.566=0.582
σ0.560-0.542=0.018
min5.761-5.251=0.510
max7.502-6.876=0.626
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=0.000
σ0.003-0.002=0.001
min25.968
max25.976-25.972=0.004
mean4042.125-4043.500=-1.375
σ2009.338-2009.675=-0.337
min1218.000-1217.000=1.000
max7148.000-7149.000=-1.000
mean5.916-5.399=0.516
σ0.488-0.460=0.028
min5.540-5.087=0.454
max7.060-6.499=0.561

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
mean7148.000-7149.000=-1.000
σ0.000
min7148.000-7149.000=-1.000
max7148.000-7149.000=-1.000
mean363.672-374.308=-10.636
σ43.716-79.599=-35.883
min346.566-343.433=3.133
max471.831-571.240=-99.408
op=load_product(), with indexes
mean7917.793-7917.793=0.000
σ0.469-0.469=0.000
min7917.624-7917.625=-0.001
max7918.954-7918.954=0.000
mean3273.375-3274.875=-1.500
σ1824.793-1825.216=-0.423
min809.000
max5625.000-5624.000=1.000
mean3820.647-3658.245=162.402
σ1206.411-1038.497=167.914
min3100.231-3070.515=29.716
max6183.956-6036.809=147.147

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
mean4042.125-4043.500=-1.375
σ2009.338-2009.675=-0.337
min1218.000-1217.000=1.000
max7148.000-7149.000=-1.000
mean91.085-88.482=2.603
σ21.916-20.978=0.938
min70.531-69.692=0.840
max124.891-117.258=7.632
op=vertical_lookup_list() on unindexed missing Int
mean40.946
σ0.002
min40.945
max40.950
mean7148.000-7149.000=-1.000
σ0.000
min7148.000-7149.000=-1.000
max7148.000-7149.000=-1.000
mean63.334-60.642=2.692
σ2.727-1.309=1.418
min61.716-59.502=2.214
max69.966-63.778=6.188
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
mean7148.000-7149.000=-1.000
σ0.000
min7148.000-7149.000=-1.000
max7148.000-7149.000=-1.000
mean228.308-99.493=128.814
σ251.697-0.625=251.072
min99.005-98.642=0.362
max768.617-100.577=668.039

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-14217.171=-0.000
σ4.304-4.303=0.000
min14215.576-14215.575=0.001
max14227.821-14227.820=0.001
mean4042.125-4043.500=-1.375
σ2009.338-2009.675=-0.337
min1218.000-1217.000=1.000
max7148.000-7149.000=-1.000
mean8374.430-8004.461=369.969
σ1832.835-1980.310=-147.476
min5979.185-5963.004=16.180
max11149.262-10983.517=165.745
op=vertical_lookup_list() on indexed
mean13159.109-13159.108=0.000
σ0.002-0.002=0.000
min13159.106
max13159.110
mean7148.000-7149.000=-1.000
σ0.000
min7148.000-7149.000=-1.000
max7148.000-7149.000=-1.000
mean5465.398-5277.361=188.037
σ1077.682-594.570=483.112
min5002.900-4991.534=11.366
max8099.197-6697.683=1401.514

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
mean384.790-362.827=21.964
σ13.181-35.619=-22.438
min352.875-291.720=61.155
max393.375-394.130=-0.755
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean562.000
σ0.000
min562.000
max562.000
mean753.321-739.148=14.174
σ19.866-76.360=-56.493
min709.769-584.521=125.248
max772.794-805.016=-32.222

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.299-1024.300=-0.001
σ0.759-0.759=0.000
min1023.825-1023.827=-0.002
max1027.436-1027.437=-0.002
mean1037.650-1042.450=-4.800
σ303.047-300.010=3.037
min554.000-556.000=-2.000
max1461.000-1463.000=-2.000
mean1.538-1.541=-0.004
σ0.136-0.060=0.075
min1.359-1.472=-0.112
max2.055-1.697=0.358

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.913
σ0.020
min0.903
max0.949
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.387-0.309=0.078
σ0.464-0.291=0.173
min0.145-0.151=-0.005
max1.213-0.826=0.387
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.630-0.480=0.150
σ0.088-0.319=-0.231
min0.573-0.326=0.247
max0.783-1.050=-0.267
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.386-0.221=0.165
σ0.037-0.021=0.016
min0.358-0.206=0.152
max0.444-0.257=0.187
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.590-0.331=0.259
σ0.032-0.016=0.016
min0.555-0.320=0.235
max0.640-0.358=0.282

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean434.200-436.600=-2.400
σ4.550-6.066=-1.517
min430.000-431.000=-1.000
max439.000-443.000=-4.000
mean0.725-0.524=0.201
σ0.032-0.050=-0.018
min0.672-0.470=0.202
max0.752-0.602=0.151
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean439.000-443.000=-4.000
σ0.000
min439.000-443.000=-4.000
max439.000-443.000=-4.000
mean0.625-0.498=0.126
σ0.021-0.020=0.001
min0.589-0.477=0.112
max0.639-0.520=0.119

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean439.000-443.000=-4.000
σ0.000
min439.000-443.000=-4.000
max439.000-443.000=-4.000
mean3.505-2.618=0.887
σ0.089-0.086=0.003
min3.335-2.445=0.890
max3.875-2.936=0.939
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean439.000-443.000=-4.000
σ0.000
min439.000-443.000=-4.000
max439.000-443.000=-4.000
mean3.479-2.549=0.929
σ0.098-0.062=0.036
min3.355-2.418=0.937
max4.130-2.797=1.332
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean439.000-443.000=-4.000
σ0.000
min439.000-443.000=-4.000
max439.000-443.000=-4.000
mean0.549-0.308=0.241
σ0.033-0.017=0.016
min0.519-0.291=0.228
max0.795-0.417=0.378
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean439.000-443.000=-4.000
σ0.000
min439.000-443.000=-4.000
max439.000-443.000=-4.000
mean0.512-0.295=0.217
σ0.011-0.007=0.004
min0.488-0.281=0.208
max0.556-0.339=0.217

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.564-298.692=-0.128
σ0.966-1.038=-0.072
min298.112-298.327=-0.214
max301.304-301.644=-0.339
mean446.100-441.800=4.300
σ18.460-16.322=2.138
min420.000-417.000=3.000
max472.000-468.000=4.000
mean0.598-0.593=0.006
σ0.021-0.035=-0.014
min0.553-0.527=0.026
max0.628-0.638=-0.010

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678
σ0.000
min236.678
max236.678
mean1070.750-1064.875=5.875
σ40.305-34.295=6.010
min971.000-980.000=-9.000
max1085.000-1077.000=8.000
mean206.084-203.855=2.229
σ3.855-2.968=0.887
min197.850-200.425=-2.575
max210.478-208.466=2.012
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1070.750-1064.875=5.875
σ40.305-34.295=6.010
min971.000-980.000=-9.000
max1085.000-1077.000=8.000
mean7.921-10.048=-2.127
σ1.860-2.531=-0.671
min6.257-6.558=-0.301
max10.839-12.812=-1.973
phase=parser
mean1042.366-1042.366=0.000
σ0.001-0.001=0.000
min1042.363
max1042.366
mean1070.750-1064.875=5.875
σ40.305-34.295=6.010
min971.000-980.000=-9.000
max1085.000-1077.000=8.000
mean457.983-577.633=-119.650
σ66.791-125.907=-59.116
min374.794-403.653=-28.859
max562.117-720.663=-158.546
phase=processProdDef
mean4850.765
σ0.000
min4850.765
max4850.765
mean1085.000-1077.000=8.000
σ0.000
min1085.000-1077.000=8.000
max1085.000-1077.000=8.000
mean4757.988-4669.794=88.194
σ683.242-498.763=184.479
min3638.557-3743.943=-105.387
max5484.195-5428.587=55.607
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1070.750-1064.875=5.875
σ40.305-34.295=6.010
min971.000-980.000=-9.000
max1085.000-1077.000=8.000
mean28.080-37.836=-9.756
σ9.049-11.557=-2.508
min20.443-19.908=0.535
max40.878-47.763=-6.885
phase=type checker
mean990.453
σ0.072
min990.344
max990.567
mean1070.750-1064.875=5.875
σ40.305-34.295=6.010
min971.000-980.000=-9.000
max1085.000-1077.000=8.000
mean726.691-747.410=-20.720
σ103.051-93.821=9.230
min648.015-640.420=7.595
max893.459-882.400=11.059

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.821-293.821=-0.001
σ0.038-0.038=0.000
min293.768-293.768=0.000
max293.860-293.860=-0.000
mean441.200-443.000=-1.800
σ1.643-0.000=1.643
min440.000-443.000=-3.000
max443.000
mean0.391-0.393=-0.002
σ0.002-0.000=0.001
min0.389-0.392=-0.003
max0.393-0.394=-0.000
iters=5
new-facts=1
prior-facts=6402
mean1320.208-1320.223=-0.015
σ0.038-0.029=0.009
min1320.163-1320.174=-0.012
max1320.247-1320.247=0.000
mean1073.800-1084.600=-10.800
σ185.577-179.553=6.024
min833.000-851.000=-18.000
max1314.000-1309.000=5.000
mean2.282-2.239=0.043
σ0.193-0.038=0.155
min2.177-2.186=-0.009
max2.626-2.278=0.349
iters=5
new-facts=6402
prior-facts=1
mean1560.687-1560.612=0.075
σ6.175-6.245=-0.070
min1557.771-1557.612=0.159
max1571.731-1571.779=-0.049
mean629.400-620.400=9.000
σ95.435-83.494=11.940
min518.000-495.000=23.000
max752.000-720.000=32.000
mean2.446-2.333=0.113
σ0.290-0.256=0.034
min2.165-2.198=-0.033
max2.927-2.790=0.137
iters=5
new-facts=6402
prior-facts=6402
mean1882.173-1882.147=0.025
σ0.058-0.046=0.011
min1882.109-1882.099=0.010
max1882.255-1882.221=0.034
mean1725.800-1735.200=-9.400
σ179.380-226.928=-47.548
min1467.000-1440.000=27.000
max1888.000-1953.000=-65.000
mean3.062-3.069=-0.007
σ0.265-0.220=0.045
min2.880-2.862=0.018
max3.529-3.384=0.144

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.805-1.718=0.088
σ0.077-0.148=-0.070
min1.684-1.469=0.215
max1.884-1.839=0.044

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.081-452.082=-0.000
σ582.723-582.722=0.001
min160.719-160.718=0.001
max1326.166-1326.165=0.001
mean102.250
σ8.500
min98.000
max115.000
mean443.000
σ0.000
min443.000
max443.000
mean0.544-0.536=0.008
σ0.541-0.527=0.014
min0.267-0.265=0.002
max1.356-1.327=0.029
policies=20
mean1607.524-1607.524=0.001
σ0.407-0.406=0.001
min1607.246-1607.248=-0.002
max1608.127-1608.124=0.003
mean980.000
σ0.000
min980.000
max980.000
mean446.500-446.750=-0.250
σ7.000-7.500=-0.500
min443.000
max457.000-458.000=-1.000
mean2.683-2.681=0.002
σ0.019-0.013=0.006
min2.658-2.661=-0.003
max2.704-2.691=0.013
policies=200
mean16083.357-16083.348=0.008
σ0.167-0.110=0.057
min16083.248-16083.237=0.011
max16083.605-16083.479=0.126
mean9800.000
σ0.000
min9800.000
max9800.000
mean497.500-497.750=-0.250
σ3.697-5.315=-1.618
min494.000-492.000=2.000
max502.000-504.000=-2.000
mean27.123-27.116=0.006
σ0.043-0.042=0.001
min27.084-27.072=0.011
max27.183-27.172=0.011