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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
mean54.880-54.880=0.000
σ0.357-0.357=0.001
min54.745-54.747=-0.002
max55.897-55.894=0.003
mean419.000-418.000=1.000
σ0.000
min419.000-418.000=1.000
max419.000-418.000=1.000
mean0.140-0.141=-0.000
σ0.006-0.004=0.002
min0.133-0.137=-0.004
max0.151-0.147=0.004
cache=y
dps=1
iters=10
policies=100
mean43.850-43.848=0.002
σ0.006-0.004=0.002
min43.840-43.842=-0.002
max43.859-43.857=0.003
mean419.000-418.000=1.000
σ0.000
min419.000-418.000=1.000
max419.000-418.000=1.000
mean0.125-0.122=0.003
σ0.004-0.005=-0.001
min0.122-0.117=0.005
max0.132-0.130=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
max36.620-36.620=-0.000
mean4028.000-4042.250=-14.250
σ1999.585-2008.850=-9.264
min1216.000-1218.000=-2.000
max7123.000-7146.000=-23.000
mean12.242-12.851=-0.608
σ0.326-0.655=-0.329
min11.790-12.262=-0.472
max12.652-14.367=-1.714
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
mean4028.000-4042.250=-14.250
σ1999.585-2008.850=-9.264
min1216.000-1218.000=-2.000
max7123.000-7146.000=-23.000
mean11.953-12.985=-1.032
σ0.630-0.596=0.034
min11.164-11.646=-0.481
max12.816-13.513=-0.697
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
mean7123.000-7146.000=-23.000
σ0.000
min7123.000-7146.000=-23.000
max7123.000-7146.000=-23.000
mean14.089-15.171=-1.082
σ0.981-0.161=0.819
min11.749-14.933=-3.185
max14.826-15.399=-0.574
op=table_records(), repeat
mean41.929-41.930=-0.001
σ0.002-0.002=-0.000
min41.927-41.927=-0.000
max41.931-41.932=-0.001
mean4028.000-4042.250=-14.250
σ1999.585-2008.850=-9.264
min1216.000-1218.000=-2.000
max7123.000-7146.000=-23.000
mean12.320-14.350=-2.030
σ2.132-1.461=0.671
min10.184-11.075=-0.891
max14.922-15.767=-0.845
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
mean4028.000-4042.250=-14.250
σ1999.585-2008.850=-9.264
min1216.000-1218.000=-2.000
max7123.000-7146.000=-23.000
mean8.386-9.636=-1.249
σ0.287-1.391=-1.104
min7.908-8.557=-0.649
max8.733-12.681=-3.948
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
mean4028.000-4042.250=-14.250
σ1999.585-2008.850=-9.264
min1216.000-1218.000=-2.000
max7123.000-7146.000=-23.000
mean6.483-7.433=-0.950
σ0.167-1.213=-1.046
min6.138-6.375=-0.237
max6.656-10.145=-3.489
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
mean4028.000-4042.250=-14.250
σ1999.585-2008.850=-9.264
min1216.000-1218.000=-2.000
max7123.000-7146.000=-23.000
mean5.506-5.989=-0.483
σ0.116-0.153=-0.037
min5.347-5.790=-0.442
max5.632-6.183=-0.551
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
max25.972-25.972=-0.000
mean4028.000-4042.250=-14.250
σ1999.585-2008.850=-9.264
min1216.000-1218.000=-2.000
max7123.000-7146.000=-23.000
mean5.339-5.804=-0.464
σ0.084-0.099=-0.015
min5.179-5.694=-0.515
max5.437-5.995=-0.558

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.613-1021.614=-0.000
σ0.002-0.002=0.000
min1021.612
max1021.616-1021.616=-0.000
mean7123.000-7146.000=-23.000
σ0.000
min7123.000-7146.000=-23.000
max7123.000-7146.000=-23.000
mean346.967-362.994=-16.027
σ1.871-42.364=-40.492
min343.202-345.506=-2.304
max349.722-467.761=-118.038
op=load_product(), with indexes
mean7917.793-7917.793=0.000
σ0.469-0.469=-0.000
min7917.625-7917.625=0.001
max7918.954-7918.954=-0.001
mean3262.625-3273.375=-10.750
σ1814.514-1825.315=-10.801
min809.000-810.000=-1.000
max5599.000-5623.000=-24.000
mean3629.391-3606.845=22.546
σ1089.341-1032.549=56.791
min3085.468-3083.371=2.097
max6144.588-5973.199=171.389

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
mean4028.000-4042.250=-14.250
σ1999.585-2008.850=-9.264
min1216.000-1218.000=-2.000
max7123.000-7146.000=-23.000
mean82.899-87.340=-4.440
σ11.343-19.912=-8.568
min71.259-71.617=-0.358
max96.606-127.448=-30.842
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=0.000
σ0.002-0.002=0.000
min40.945
max40.950-40.950=-0.000
mean7123.000-7146.000=-23.000
σ0.000
min7123.000-7146.000=-23.000
max7123.000-7146.000=-23.000
mean174.302-62.125=112.176
σ316.677-1.258=315.419
min60.882-60.829=0.053
max958.023-65.065=892.958
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
mean7123.000-7146.000=-23.000
σ0.000
min7123.000-7146.000=-23.000
max7123.000-7146.000=-23.000
mean104.640-257.875=-153.236
σ11.779-355.505=-343.726
min98.773-98.700=0.073
max132.615-1109.245=-976.629

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-14217.171=0.001
σ4.303-4.304=-0.000
min14215.576-14215.575=0.001
max14227.820
mean4028.000-4042.250=-14.250
σ1999.585-2008.850=-9.264
min1216.000-1218.000=-2.000
max7123.000-7146.000=-23.000
mean8093.044-8011.853=81.191
σ1686.321-1914.002=-227.681
min5997.212-5952.758=44.454
max10533.492-10843.400=-309.908
op=vertical_lookup_list() on indexed
mean13159.109-13159.108=0.000
σ0.002-0.002=0.000
min13159.106-13159.105=0.001
max13159.110
mean7123.000-7146.000=-23.000
σ0.000
min7123.000-7146.000=-23.000
max7123.000-7146.000=-23.000
mean5283.245-5261.622=21.622
σ669.370-572.617=96.752
min5013.717-4985.410=28.307
max6935.576-6619.549=316.027

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
mean388.717-357.327=31.390
σ12.332-40.660=-28.328
min358.951-296.401=62.550
max397.560-394.060=3.500
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean559.875-560.000=-0.125
σ0.835-0.000=0.835
min559.000-560.000=-1.000
max561.000-560.000=1.000
mean744.367-756.781=-12.414
σ54.855-46.245=8.610
min662.070-649.121=12.949
max817.072-789.230=27.842

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.300-1024.299=0.000
σ0.759-0.759=0.000
min1023.827-1023.824=0.003
max1027.438-1027.438=-0.000
mean1043.500-1058.350=-14.850
σ293.011-314.594=-21.583
min563.000-564.000=-1.000
max1430.000-1521.000=-91.000
mean1.538-1.544=-0.006
σ0.056-0.074=-0.018
min1.466-1.469=-0.003
max1.651-1.764=-0.113

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
mean0.391-0.396=-0.005
σ0.507-0.506=0.000
min0.138-0.143=-0.004
max1.295-1.299=-0.004
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.545-0.482=0.063
σ0.322-0.317=0.004
min0.318-0.328=-0.010
max1.050-1.049=0.001
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.212-0.216=-0.003
σ0.022-0.023=-0.001
min0.199-0.197=0.001
max0.252-0.256=-0.004
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.327-0.330=-0.003
σ0.014-0.018=-0.004
min0.311-0.315=-0.005
max0.349-0.362=-0.013

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean433.800-435.600=-1.800
σ3.033-5.079=-2.046
min431.000
max437.000-441.000=-4.000
mean0.595-0.574=0.020
σ0.014-0.028=-0.014
min0.579-0.547=0.033
max0.616-0.613=0.003
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean437.000-441.000=-4.000
σ0.000
min437.000-441.000=-4.000
max437.000-441.000=-4.000
mean0.507-0.483=0.023
σ0.022-0.024=-0.002
min0.478-0.461=0.017
max0.526-0.520=0.006

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean437.000-441.000=-4.000
σ0.000
min437.000-441.000=-4.000
max437.000-441.000=-4.000
mean2.600-2.610=-0.011
σ0.087-0.092=-0.005
min2.480-2.436=0.044
max3.110-2.977=0.133
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean437.000-441.000=-4.000
σ0.000
min437.000-441.000=-4.000
max437.000-441.000=-4.000
mean2.574-2.608=-0.034
σ0.071-0.092=-0.021
min2.423-2.447=-0.024
max2.862-2.925=-0.063
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean437.000-441.000=-4.000
σ0.000
min437.000-441.000=-4.000
max437.000-441.000=-4.000
mean0.305-0.304=0.001
σ0.010-0.009=0.001
min0.290-0.290=0.000
max0.370-0.366=0.004
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean437.000-441.000=-4.000
σ0.000
min437.000-441.000=-4.000
max437.000-441.000=-4.000
mean0.293-0.294=-0.001
σ0.009-0.012=-0.002
min0.275-0.276=-0.000
max0.347-0.375=-0.028

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.635-298.735=-0.100
σ0.982-0.972=0.010
min298.131-298.229=-0.099
max301.417-301.489=-0.072
mean442.500-442.800=-0.300
σ14.759-15.375=-0.616
min417.000
max467.000-468.000=-1.000
mean0.595-0.609=-0.014
σ0.032-0.016=0.017
min0.543-0.575=-0.033
max0.641-0.638=0.004

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
mean1065.750-1063.250=2.500
σ34.648-33.234=1.414
min980.000-981.000=-1.000
max1078.000-1075.000=3.000
mean207.836-204.918=2.917
σ2.235-4.169=-1.934
min205.661-200.321=5.340
max212.715-210.940=1.774
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1065.750-1063.250=2.500
σ34.648-33.234=1.414
min980.000-981.000=-1.000
max1078.000-1075.000=3.000
mean7.938-11.205=-3.268
σ1.792-2.107=-0.315
min6.272-7.552=-1.280
max10.756-13.223=-2.467
phase=parser
mean1042.364-1042.366=-0.002
σ0.000-0.001=-0.001
min1042.363-1042.363=0.001
max1042.364-1042.366=-0.003
mean1065.750-1063.250=2.500
σ34.648-33.234=1.414
min980.000-981.000=-1.000
max1078.000-1075.000=3.000
mean490.046-642.496=-152.450
σ67.169-146.148=-78.979
min373.946-413.312=-39.365
max567.115-842.494=-275.379
phase=processProdDef
mean4850.764-4850.765=-0.001
σ0.000-0.000=0.000
min4850.764-4850.764=-0.001
max4850.764-4850.765=-0.000
mean1078.000-1075.000=3.000
σ0.000
min1078.000-1075.000=3.000
max1078.000-1075.000=3.000
mean4779.350-4986.471=-207.121
σ614.008-370.565=243.443
min3838.276-4532.103=-693.827
max5496.940-5466.147=30.794
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1065.750-1063.250=2.500
σ34.648-33.234=1.414
min980.000-981.000=-1.000
max1078.000-1075.000=3.000
mean28.050-42.325=-14.275
σ9.143-8.378=0.765
min20.337-26.462=-6.124
max40.674-51.704=-11.030
phase=type checker
mean990.450-990.453=-0.003
σ0.071-0.072=-0.001
min990.344
max990.563-990.567=-0.004
mean1065.750-1063.250=2.500
σ34.648-33.234=1.414
min980.000-981.000=-1.000
max1078.000-1075.000=3.000
mean693.104-831.217=-138.113
σ75.886-148.623=-72.737
min645.895-652.529=-6.634
max874.943-1124.511=-249.567

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.821-293.821=-0.000
σ0.039-0.038=0.001
min293.765-293.769=-0.004
max293.860-293.861=-0.001
mean441.200-443.000=-1.800
σ1.643-0.000=1.643
min440.000-443.000=-3.000
max443.000
mean0.392-0.392=0.000
σ0.002-0.001=0.001
min0.391-0.391=-0.000
max0.394-0.394=0.000
iters=5
new-facts=1
prior-facts=6402
mean1320.220-1320.216=0.004
σ0.038-0.033=0.005
min1320.155-1320.168=-0.013
max1320.249-1320.256=-0.007
mean1086.800-1092.600=-5.800
σ172.413-183.028=-10.615
min881.000-838.000=43.000
max1317.000-1309.000=8.000
mean2.270-2.285=-0.015
σ0.145-0.185=-0.040
min2.183-2.164=0.019
max2.527-2.613=-0.086
iters=5
new-facts=6402
prior-facts=1
mean1560.606-1560.617=-0.011
σ6.228-6.226=0.003
min1557.595-1557.617=-0.023
max1571.742-1571.749=-0.007
mean612.200-617.800=-5.600
σ94.624-82.105=12.519
min498.000-493.000=5.000
max735.000-713.000=22.000
mean2.282-2.302=-0.020
σ0.191-0.183=0.008
min2.155-2.179=-0.024
max2.622-2.627=-0.006
iters=5
new-facts=6402
prior-facts=6402
mean1882.174-1882.172=0.001
σ0.060-0.053=0.007
min1882.097-1882.101=-0.004
max1882.254-1882.242=0.012
mean1728.000-1743.000=-15.000
σ180.358-229.600=-49.242
min1468.000-1442.000=26.000
max1891.000-1964.000=-73.000
mean3.124-3.015=0.109
σ0.277-0.160=0.117
min2.911-2.880=0.032
max3.584-3.231=0.353

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.781-1.833=-0.052
σ0.136-0.067=0.069
min1.596-1.731=-0.135
max1.904-1.893=0.010

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.079-452.083=-0.003
σ582.722-582.726=-0.004
min160.716-160.716=0.001
max1326.162-1326.171=-0.009
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
mean0.533-0.504=0.029
σ0.519-0.470=0.049
min0.267-0.266=0.001
max1.311-1.209=0.102
policies=20
mean1607.505-1607.522=-0.017
σ0.415-0.406=0.009
min1607.217-1607.245=-0.028
max1608.118-1608.122=-0.004
mean980.000
σ0.000
min980.000
max980.000
mean449.500-450.000=-0.500
σ7.506-9.238=-1.732
min443.000-442.000=1.000
max456.000-458.000=-2.000
mean2.692-2.668=0.024
σ0.018-0.014=0.003
min2.666-2.649=0.016
max2.705-2.679=0.025
policies=200
mean16083.407-16083.389=0.018
σ0.153-0.167=-0.014
min16083.289-16083.285=0.004
max16083.612-16083.638=-0.027
mean9800.000
σ0.000
min9800.000
max9800.000
mean496.750-495.250=1.500
σ3.202-4.193=-0.992
min492.000-491.000=1.000
max499.000-501.000=-2.000
mean27.141-27.083=0.058
σ0.033-0.033=-0.000
min27.095-27.037=0.058
max27.172-27.110=0.062