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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
mean54.884-54.882=0.002
σ0.358-0.359=-0.001
min54.746-54.744=0.002
max55.901-55.903=-0.002
mean419.000-416.000=3.000
σ0.000
min419.000-416.000=3.000
max419.000-416.000=3.000
mean0.153-0.141=0.012
σ0.009-0.004=0.005
min0.141-0.137=0.004
max0.169-0.148=0.021
cache=y
dps=1
iters=10
policies=100
mean43.849-43.849=0.000
σ0.007-0.005=0.002
min43.840-43.840=0.001
max43.858-43.857=0.002
mean419.000-416.000=3.000
σ0.000
min419.000-416.000=3.000
max419.000-416.000=3.000
mean0.125-0.125=-0.000
σ0.004-0.004=-0.000
min0.122-0.120=0.001
max0.131-0.132=-0.000

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
mean4041.375-4031.125=10.250
σ2008.179-2002.373=5.806
min1217.000-1219.000=-2.000
max7140.000-7133.000=7.000
mean12.405-12.770=-0.365
σ0.359-0.501=-0.142
min11.938-12.152=-0.215
max12.811-13.765=-0.955
op=column_set() on indexed, repeat
mean36.618-36.618=0.000
σ0.002-0.002=-0.000
min36.616
max36.620-36.620=-0.000
mean4041.375-4031.125=10.250
σ2008.179-2002.373=5.806
min1217.000-1219.000=-2.000
max7140.000-7133.000=7.000
mean12.328-12.185=0.144
σ0.707-0.349=0.358
min11.199-11.775=-0.576
max13.226-12.673=0.553
op=table_records(), no indexes
mean41.930-41.930=-0.000
σ0.002-0.002=-0.000
min41.928
max41.932-41.933=-0.001
mean7140.000-7133.000=7.000
σ0.000
min7140.000-7133.000=7.000
max7140.000-7133.000=7.000
mean14.864-13.986=0.878
σ0.209-1.455=-1.246
min14.511-10.702=3.809
max15.127-14.958=0.169
op=table_records(), repeat
mean41.929-41.930=-0.000
σ0.002-0.002=0.000
min41.927-41.927=-0.000
max41.932-41.932=0.001
mean4041.375-4031.125=10.250
σ2008.179-2002.373=5.806
min1217.000-1219.000=-2.000
max7140.000-7133.000=7.000
mean14.353-13.237=1.115
σ1.678-1.984=-0.306
min10.644-10.920=-0.277
max16.182-15.330=0.852
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
mean4041.375-4031.125=10.250
σ2008.179-2002.373=5.806
min1217.000-1219.000=-2.000
max7140.000-7133.000=7.000
mean9.814-9.192=0.622
σ1.611-1.084=0.527
min8.448-8.493=-0.045
max12.453-11.752=0.701
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
max26.404-26.404=0.000
mean4041.375-4031.125=10.250
σ2008.179-2002.373=5.806
min1217.000-1219.000=-2.000
max7140.000-7133.000=7.000
mean7.228-6.648=0.580
σ1.658-0.310=1.348
min6.159-5.995=0.164
max9.967-6.973=2.994
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
max25.677-25.678=-0.000
mean4041.375-4031.125=10.250
σ2008.179-2002.373=5.806
min1217.000-1219.000=-2.000
max7140.000-7133.000=7.000
mean5.540-5.876=-0.336
σ0.126-0.121=0.005
min5.248-5.718=-0.470
max5.664-6.041=-0.377
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=0.000
σ0.002-0.002=-0.000
min25.969-25.969=0.000
max25.972
mean4041.375-4031.125=10.250
σ2008.179-2002.373=5.806
min1217.000-1219.000=-2.000
max7140.000-7133.000=7.000
mean5.354-5.640=-0.286
σ0.084-0.201=-0.117
min5.193-5.239=-0.046
max5.471-5.821=-0.351

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.613
σ0.002
min1021.612
max1021.616
mean7140.000-7133.000=7.000
σ0.000
min7140.000-7133.000=7.000
max7140.000-7133.000=7.000
mean377.047-347.440=29.606
σ89.894-2.561=87.333
min340.877-343.644=-2.767
max599.452-351.007=248.445
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
mean3273.500-3264.125=9.375
σ1825.666-1816.442=9.224
min810.000-811.000=-1.000
max5625.000-5604.000=21.000
mean3759.666-3763.375=-3.709
σ1233.055-1221.793=11.263
min3102.991-3097.252=5.739
max6190.027-6172.204=17.823

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
mean4041.375-4031.125=10.250
σ2008.179-2002.373=5.806
min1217.000-1219.000=-2.000
max7140.000-7133.000=7.000
mean89.888-84.325=5.563
σ21.736-14.115=7.621
min70.017-70.657=-0.640
max122.284-107.543=14.741
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=-0.000
σ0.002-0.002=-0.000
min40.945
max40.950
mean7140.000-7133.000=7.000
σ0.000
min7140.000-7133.000=7.000
max7140.000-7133.000=7.000
mean60.336-168.611=-108.275
σ1.066-301.813=-300.747
min59.382-59.802=-0.421
max62.689-915.515=-852.827
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
mean7140.000-7133.000=7.000
σ0.000
min7140.000-7133.000=7.000
max7140.000-7133.000=7.000
mean98.610-101.854=-3.245
σ0.962-5.279=-4.317
min97.525-98.074=-0.549
max99.870-110.419=-10.549

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.170-14217.171=-0.000
σ4.304-4.303=0.000
min14215.575-14215.576=-0.001
max14227.820
mean4041.375-4031.125=10.250
σ2008.179-2002.373=5.806
min1217.000-1219.000=-2.000
max7140.000-7133.000=7.000
mean7838.288-7991.019=-152.732
σ2005.234-1873.295=131.938
min5977.924-6012.540=-34.616
max10953.186-10984.774=-31.588
op=vertical_lookup_list() on indexed
mean13159.109
σ0.002
min13159.106
max13159.110
mean7140.000-7133.000=7.000
σ0.000
min7140.000-7133.000=7.000
max7140.000-7133.000=7.000
mean5306.207-5264.467=41.739
σ606.522-624.793=-18.271
min5010.975-4999.491=11.484
max6750.430-6807.189=-56.758

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
mean385.547-377.961=7.586
σ16.547-16.190=0.357
min344.974-353.370=-8.395
max395.527-392.655=2.872
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean560.000-562.000=-2.000
σ0.000
min560.000-562.000=-2.000
max560.000-562.000=-2.000
mean781.288-724.960=56.328
σ10.778-65.116=-54.338
min766.029-632.487=133.542
max793.199-788.556=4.643

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.300-1024.298=0.002
σ0.759-0.759=-0.000
min1023.827-1023.824=0.003
max1027.437-1027.437=0.000
mean1037.650-1058.750=-21.100
σ303.268-316.234=-12.966
min553.000-561.000=-8.000
max1461.000-1530.000=-69.000
mean1.553-1.547=0.006
σ0.074-0.071=0.003
min1.461-1.482=-0.021
max1.721-1.760=-0.039

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
mean0.319-0.398=-0.078
σ0.345-0.508=-0.163
min0.137-0.144=-0.007
max0.932-1.304=-0.372
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.469-0.484=-0.015
σ0.320-0.332=-0.012
min0.317-0.328=-0.012
max1.041-1.078=-0.036
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.216-0.216=-0.000
σ0.022-0.027=-0.005
min0.203-0.200=0.003
max0.255-0.264=-0.008
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.325-0.333=-0.008
σ0.020-0.021=-0.002
min0.310-0.317=-0.007
max0.356-0.371=-0.014

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean435.400-436.600=-1.200
σ5.177-6.066=-0.889
min431.000
max441.000-443.000=-2.000
mean0.557-0.526=0.031
σ0.058-0.042=0.016
min0.467-0.484=-0.017
max0.607-0.590=0.017
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean441.000-443.000=-2.000
σ0.000
min441.000-443.000=-2.000
max441.000-443.000=-2.000
mean0.500-0.493=0.007
σ0.031-0.039=-0.008
min0.446-0.441=0.005
max0.522-0.523=-0.001

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean441.000-443.000=-2.000
σ0.000
min441.000-443.000=-2.000
max441.000-443.000=-2.000
mean2.580-2.674=-0.095
σ0.084-0.084=-0.000
min2.459-2.441=0.018
max2.969-2.908=0.061
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean441.000-443.000=-2.000
σ0.000
min441.000-443.000=-2.000
max441.000-443.000=-2.000
mean2.550-2.627=-0.077
σ0.071-0.088=-0.017
min2.420-2.449=-0.029
max2.796-2.938=-0.142
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean441.000-443.000=-2.000
σ0.000
min441.000-443.000=-2.000
max441.000-443.000=-2.000
mean0.302-0.306=-0.004
σ0.010-0.009=0.000
min0.288-0.292=-0.004
max0.351-0.365=-0.013
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean441.000-443.000=-2.000
σ0.000
min441.000-443.000=-2.000
max441.000-443.000=-2.000
mean0.291-0.290=0.001
σ0.008-0.008=-0.001
min0.278-0.276=0.002
max0.324-0.326=-0.002

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.882-298.641=0.241
σ1.022-1.005=0.018
min298.506-298.207=0.300
max301.789-301.494=0.294
mean440.400-443.100=-2.700
σ15.939-16.414=-0.476
min417.000
max465.000-471.000=-6.000
mean0.613-0.609=0.003
σ0.011-0.019=-0.008
min0.602-0.577=0.026
max0.636-0.644=-0.008

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678
σ0.000
min236.678
max236.678
mean1064.125-1064.250=-0.125
σ33.588-33.234=0.354
min981.000-982.000=-1.000
max1076.000
mean202.851-201.097=1.754
σ3.024-3.835=-0.810
min198.113-194.964=3.150
max207.117-206.448=0.669
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1064.125-1064.250=-0.125
σ33.588-33.234=0.354
min981.000-982.000=-1.000
max1076.000
mean8.454-9.617=-1.163
σ1.916-1.696=0.220
min6.216-6.471=-0.254
max10.669-12.801=-2.132
phase=parser
mean1042.365-1042.366=-0.000
σ0.002-0.001=0.000
min1042.362-1042.363=-0.001
max1042.366
mean1064.125-1064.250=-0.125
σ33.588-33.234=0.354
min981.000-982.000=-1.000
max1076.000
mean553.423-536.230=17.193
σ48.154-80.988=-32.834
min503.999-455.827=48.172
max621.780-714.150=-92.370
phase=processProdDef
mean4850.765-4850.765=0.000
σ0.000-0.000=0.000
min4850.764
max4850.765-4850.765=0.001
mean1076.000
σ0.000
min1076.000
max1076.000
mean4710.831-4670.954=39.877
σ584.058-483.643=100.414
min3389.245-4051.389=-662.144
max5253.255-5316.507=-63.252
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1064.125-1064.250=-0.125
σ33.588-33.234=0.354
min981.000-982.000=-1.000
max1076.000
mean29.886-36.121=-6.236
σ8.746-9.898=-1.152
min20.507-20.489=0.018
max41.147-47.573=-6.426
phase=type checker
mean990.453
σ0.072
min990.344
max990.567
mean1064.125-1064.250=-0.125
σ33.588-33.234=0.354
min981.000-982.000=-1.000
max1076.000
mean703.171-749.774=-46.602
σ89.033-164.034=-75.001
min640.957-646.032=-5.075
max890.127-1123.621=-233.494

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.821-293.820=0.001
σ0.038-0.037=0.000
min293.768-293.767=0.002
max293.861-293.858=0.003
mean439.800-442.400=-2.600
σ1.095-0.548=0.548
min439.000-442.000=-3.000
max441.000-443.000=-2.000
mean0.394-0.394=-0.000
σ0.001-0.001=0.000
min0.392-0.392=-0.000
max0.396-0.396=-0.000
iters=5
new-facts=1
prior-facts=6402
mean1320.080-1320.219=-0.139
σ0.083-0.029=0.054
min1319.994-1320.172=-0.178
max1320.207-1320.247=-0.041
mean1074.400-1072.600=1.800
σ186.226-167.953=18.273
min832.000-844.000=-12.000
max1315.000-1273.000=42.000
mean1.923-2.244=-0.321
σ0.152-0.051=0.101
min1.835-2.178=-0.343
max2.188-2.299=-0.111
iters=5
new-facts=6402
prior-facts=1
mean1560.663-1560.614=0.049
σ6.183-6.228=-0.045
min1557.739-1557.620=0.118
max1571.721-1571.751=-0.029
mean626.800-618.800=8.000
σ98.279-82.606=15.673
min509.000-494.000=15.000
max752.000-716.000=36.000
mean2.396-2.320=0.076
σ0.163-0.220=-0.057
min2.213-2.189=0.024
max2.548-2.711=-0.162
iters=5
new-facts=6402
prior-facts=6402
mean1882.178-1882.179=-0.001
σ0.052-0.057=-0.005
min1882.109-1882.110=-0.001
max1882.251-1882.253=-0.003
mean1723.200-1696.400=26.800
σ176.712-245.040=-68.328
min1466.000-1395.000=71.000
max1882.000-2021.000=-139.000
mean3.030-2.953=0.077
σ0.281-0.069=0.212
min2.788-2.874=-0.086
max3.511-3.004=0.506

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.741-1.824=-0.083
σ0.095-0.068=0.027
min1.657-1.734=-0.077
max1.875-1.922=-0.048

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.081-452.081=0.000
σ582.723-582.722=0.001
min160.716-160.718=-0.002
max1326.165-1326.164=0.001
mean102.250
σ8.500
min98.000
max115.000
mean442.000
σ0.000
min442.000
max442.000
mean0.552-0.550=0.002
σ0.549-0.555=-0.006
min0.272-0.266=0.006
max1.375-1.382=-0.007
policies=20
mean1607.527-1607.523=0.004
σ0.417-0.414=0.004
min1607.244-1607.234=0.010
max1608.145-1608.135=0.010
mean980.000
σ0.000
min980.000
max980.000
mean447.750-449.500=-1.750
σ10.178-8.660=1.517
min442.000
max463.000-457.000=6.000
mean2.694-2.689=0.006
σ0.009-0.017=-0.008
min2.684-2.672=0.013
max2.703-2.712=-0.009
policies=200
mean16083.389-16083.447=-0.058
σ0.173-0.061=0.112
min16083.250-16083.406=-0.156
max16083.638-16083.538=0.100
mean9800.000
σ0.000
min9800.000
max9800.000
mean498.250-497.250=1.000
σ3.096-4.113=-1.017
min494.000-492.000=2.000
max501.000-502.000=-1.000
mean27.319-27.146=0.173
σ0.045-0.035=0.010
min27.279-27.116=0.163
max27.358-27.191=0.167