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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
mean5.082
σ0.000
min5.082
max5.082

AST compact size (parser)

Factorcompact size MiB
phase=parser
mean4.988
σ0.000
min4.988
max4.988

AST compact size (processProdDef Decls)

Factorcompact size MiB
phase=processProdDef Decls
mean4.863
σ0.000
min4.863
max4.863

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean446.102
σ0.000
min446.102
max446.102

AST compact size (renaming)

Factorcompact size MiB
phase=renaming
mean5.238
σ0.000
min5.238
max5.238

AST compact size (type checker)

Factorcompact size MiB
phase=type checker
mean6.395
σ0.000
min6.395
max6.395

Aggregation: measureAggregations

Factorallocated MiBpeak allocated MiBtime_s
cache=n
dps=1
iters=10
policies=100
mean54.697-54.698=-0.001
σ0.365-0.363=0.002
min54.563-54.562=0.001
max55.735-55.730=0.004
mean417.000-418.000=-1.000
σ0.000
min417.000-418.000=-1.000
max417.000-418.000=-1.000
mean0.138-0.142=-0.005
σ0.006-0.005=0.000
min0.131-0.136=-0.004
max0.147-0.151=-0.004
cache=y
dps=1
iters=10
policies=100
mean43.778-43.778=-0.000
σ0.010-0.008=0.002
min43.764-43.765=-0.001
max43.795-43.789=0.005
mean417.000-418.000=-1.000
σ0.000
min417.000-418.000=-1.000
max417.000-418.000=-1.000
mean0.125-0.124=0.001
σ0.004-0.004=-0.001
min0.122-0.119=0.002
max0.132-0.132=0.000

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.605-36.605=0.000
σ0.000-0.000=0.000
min36.605
max36.606-36.605=0.000
mean4592.500-4473.375=119.125
σ2247.337-2207.820=39.517
min1487.000-1472.000=15.000
max7385.000-7282.000=103.000
mean165.939-12.133=153.806
σ434.363-0.179=434.183
min11.832-11.863=-0.031
max1240.930-12.430=1228.500
op=column_set() on indexed, repeat
mean36.605-36.605=-0.000
σ0.000-0.000=-0.000
min36.605
max36.605-36.605=-0.000
mean4592.500-4473.375=119.125
σ2247.337-2207.820=39.517
min1487.000-1472.000=15.000
max7385.000-7282.000=103.000
mean13.569-11.743=1.827
σ3.579-0.282=3.297
min11.475-11.338=0.137
max22.309-12.334=9.975
op=table_records(), no indexes
mean41.940-41.940=0.000
σ0.002-0.002=-0.000
min41.938-41.938=0.000
max41.942-41.943=-0.000
mean7385.000-7282.000=103.000
σ0.000
min7385.000-7282.000=103.000
max7385.000-7282.000=103.000
mean11.613-11.714=-0.101
σ1.844-1.898=-0.054
min10.853-10.835=0.017
max16.173-16.393=-0.220
op=table_records(), repeat
mean41.925-41.925=-0.000
σ0.000-0.001=-0.001
min41.924-41.924=0.000
max41.926-41.928=-0.003
mean4184.375-4473.375=-289.000
σ1943.720-2207.820=-264.100
min1487.000-1472.000=15.000
max7385.000-7282.000=103.000
mean11.839-11.547=0.292
σ1.695-0.892=0.803
min10.950-11.016=-0.066
max15.986-13.728=2.258
op=vertical_lookup_list() on indexed, after table_records()
mean27.634-27.634=0.000
σ0.137-0.137=-0.000
min27.585-27.585=0.000
max27.972
mean4184.375-4473.375=-289.000
σ1943.720-2207.820=-264.100
min1487.000-1472.000=15.000
max7385.000-7282.000=103.000
mean8.976-8.657=0.319
σ1.513-0.672=0.841
min8.198-7.815=0.384
max12.695-9.884=2.810
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.385-26.385=-0.000
σ0.000-0.000=-0.000
min26.385
max26.385-26.385=-0.000
mean4184.375-4473.375=-289.000
σ1943.720-2207.820=-264.100
min1487.000-1472.000=15.000
max7385.000-7282.000=103.000
mean6.623-6.353=0.269
σ1.239-0.666=0.574
min5.894-5.763=0.131
max9.614-7.882=1.732
op=vertical_lookup_row_list() on 2 indexed
mean25.663-25.663=0.000
σ0.004-0.004=-0.000
min25.662
max25.674-25.674=-0.000
mean4592.500-4473.375=119.125
σ2247.337-2207.820=39.517
min1487.000-1472.000=15.000
max7385.000-7282.000=103.000
mean6.310-5.963=0.347
σ0.991-0.313=0.678
min5.755-5.652=0.103
max8.743-6.679=2.064
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.962-25.962=0.000
σ0.001-0.001=-0.000
min25.962
max25.964-25.964=-0.000
mean4592.500-4473.375=119.125
σ2247.337-2207.820=39.517
min1487.000-1472.000=15.000
max7385.000-7282.000=103.000
mean6.129-5.631=0.498
σ1.095-0.205=0.891
min5.480-5.387=0.093
max8.814-5.928=2.887

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.599-1021.599=-0.000
σ0.002-0.002=0.000
min1021.597-1021.598=-0.000
max1021.602
mean7385.000-7282.000=103.000
σ0.000
min7385.000-7282.000=103.000
max7385.000-7282.000=103.000
mean346.167-361.358=-15.191
σ2.289-39.916=-37.627
min342.491-343.773=-1.283
max349.481-459.906=-110.425
op=load_product(), with indexes
mean3495.846-3495.846=-0.000
σ0.455-0.455=0.000
min3495.685-3495.685=-0.000
max3496.971
mean3759.500-3653.625=105.875
σ2298.851-2233.345=65.506
min721.000-724.000=-3.000
max7385.000-7282.000=103.000
mean1718.991-1606.871=112.120
σ600.712-561.748=38.964
min1398.944-1396.260=2.684
max2959.203-2997.005=-37.801

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.842-107.841=0.000
σ0.000-0.000=0.000
min107.841-107.841=0.000
max107.842-107.842=0.000
mean4413.750-4473.375=-59.625
σ2216.964-2207.820=9.144
min1487.000-1472.000=15.000
max7385.000-7282.000=103.000
mean267.797-129.493=138.304
σ375.969-8.431=367.538
min123.813-121.271=2.542
max1197.000-148.348=1048.652
op=column_set() on unindexed, dense, repeat
mean62.069
σ0.001
min62.065
max62.069
mean4413.750-4473.375=-59.625
σ2216.964-2207.820=9.144
min1487.000-1472.000=15.000
max7385.000-7282.000=103.000
mean46.380-43.018=3.362
σ9.072-1.409=7.664
min40.886-41.441=-0.556
max68.365-45.694=22.671
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.927-40.927=0.000
σ0.002-0.002=-0.000
min40.926
max40.930
mean7385.000-7282.000=103.000
σ0.000
min7385.000-7282.000=103.000
max7385.000-7282.000=103.000
mean192.550-50.789=141.762
σ482.444-80.736=401.708
min21.298-21.515=-0.216
max1386.535-250.581=1135.954
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.294-71.294=0.000
σ0.002-0.002=-0.000
min71.293-71.293=0.000
max71.297-71.297=0.000
mean7385.000-7282.000=103.000
σ0.000
min7385.000-7282.000=103.000
max7385.000-7282.000=103.000
mean63.686-63.330=0.356
σ21.836-20.802=1.034
min54.906-54.996=-0.090
max117.584-114.782=2.802

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.843-4646.842=0.000
σ0.014-0.013=0.000
min4646.837
max4646.876-4646.875=0.001
mean4184.375-4473.375=-289.000
σ1943.720-2207.820=-264.100
min1487.000-1472.000=15.000
max7385.000-7282.000=103.000
mean3171.302-3429.223=-257.920
σ745.558-677.395=68.162
min2514.965-2509.552=5.412
max4598.333-4382.082=216.251
op=vertical_lookup_list() on indexed
mean1973.830
σ0.002
min1973.829
max1973.833
mean7385.000-7282.000=103.000
σ0.000
min7385.000-7282.000=103.000
max7385.000-7282.000=103.000
mean1000.054-1082.997=-82.942
σ165.705-322.224=-156.518
min917.911-915.505=2.406
max1384.027-1856.215=-472.187
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.084-905.084=-0.000
σ0.002-0.002=0.000
min905.082
max905.087
mean7385.000-7282.000=103.000
σ0.000
min7385.000-7282.000=103.000
max7385.000-7282.000=103.000
mean393.423-413.023=-19.600
σ4.151-37.942=-33.791
min384.233-397.869=-13.636
max398.470-506.845=-108.376

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean477.000-477.750=-0.750
σ0.000-0.707=-0.707
min477.000-476.000=1.000
max477.000-478.000=-1.000
mean390.693-379.003=11.690
σ13.006-25.263=-12.257
min366.815-334.083=32.731
max404.461-415.592=-11.131
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean563.125-561.750=1.375
σ0.354-2.315=-1.961
min563.000-558.000=5.000
max564.000-563.000=1.000
mean745.839-762.756=-16.918
σ53.414-33.785=19.628
min632.213-715.206=-82.993
max819.955-822.008=-2.053

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean964.558-964.557=0.002
σ1.879-1.881=-0.002
min963.840-963.837=0.003
max972.507-972.514=-0.007
mean1054.850-1030.950=23.900
σ308.377-302.857=5.521
min556.000-537.000=19.000
max1510.000-1517.000=-7.000
mean1.279-1.234=0.045
σ0.115-0.097=0.019
min1.177-1.071=0.105
max1.580-1.476=0.104

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.913
σ0.020
min0.903
max0.949
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.303-0.338=-0.035
σ0.294-0.371=-0.077
min0.147-0.139=0.009
max0.826-0.998=-0.171
name=error_case.art
mean2.346
σ0.012
min2.340
max2.368
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.476-0.427=0.049
σ0.322-0.198=0.123
min0.323-0.332=-0.009
max1.052-0.781=0.271
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.222-0.223=-0.002
σ0.029-0.027=0.002
min0.204-0.202=0.002
max0.271-0.266=0.005
name=nested_use.art
mean2.364
σ0.002
min2.363
max2.367
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.342-0.380=-0.039
σ0.030-0.084=-0.054
min0.314-0.322=-0.008
max0.375-0.527=-0.152

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.978
σ0.009
min964.973
max964.995
mean431.000-430.400=0.600
σ0.000-0.894=-0.894
min431.000-430.000=1.000
max431.000-432.000=-1.000
mean0.578-0.537=0.041
σ0.027-0.044=-0.017
min0.535-0.485=0.050
max0.602-0.592=0.010
name=cdr_enhanced_4k_loc.art
mean886.000
σ0.002
min885.999
max886.003
mean431.000-438.000=-7.000
σ0.000
min431.000-438.000=-7.000
max431.000-438.000=-7.000
mean0.500-0.495=0.005
σ0.038-0.026=0.012
min0.433-0.467=-0.034
max0.527-0.518=0.009

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.719
σ0.002
min7.718
max7.722
mean431.000-438.000=-7.000
σ0.000
min431.000-438.000=-7.000
max431.000-438.000=-7.000
mean2.671-1.918=0.753
σ0.094-0.110=-0.015
min2.500-1.715=0.785
max2.908-2.278=0.630
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean431.000-438.000=-7.000
σ0.000
min431.000-438.000=-7.000
max431.000-438.000=-7.000
mean2.683-1.843=0.840
σ0.101-0.095=0.006
min2.499-1.714=0.785
max3.036-2.152=0.885
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean431.000-438.000=-7.000
σ0.000
min431.000-438.000=-7.000
max431.000-438.000=-7.000
mean0.302-0.303=-0.001
σ0.008-0.008=0.001
min0.288-0.291=-0.003
max0.362-0.349=0.013
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean431.000-438.000=-7.000
σ0.000
min431.000-438.000=-7.000
max431.000-438.000=-7.000
mean0.294-0.288=0.006
σ0.030-0.008=0.022
min0.275-0.276=-0.000
max0.579-0.324=0.255

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.271-11.706=-0.435
σ11.865-11.475=0.390
min0.574-0.715=-0.141
max87.146-121.992=-34.846
mean462.531-465.461=-2.930
σ20.254-18.525=1.729
min408.000
max481.000-479.000=2.000
mean0.026-0.027=-0.001
σ0.029-0.028=0.001
min0.001-0.001=-0.000
max0.213-0.289=-0.075

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean279.195-279.113=0.082
σ1.002-1.048=-0.046
min278.796-278.666=0.130
max282.040-282.090=-0.050
mean440.300-443.500=-3.200
σ15.348-18.118=-2.770
min417.000
max466.000-469.000=-3.000
mean0.576-0.572=0.004
σ0.021-0.022=-0.001
min0.549-0.537=0.013
max0.624-0.612=0.012

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean106.546-106.546=-0.000
σ0.000-0.000=-0.000
min106.546
max106.546-106.546=-0.000
mean850.000-819.625=30.375
σ0.000-56.485=-56.485
min850.000-703.000=147.000
max850.000-849.000=1.000
mean149.069-143.210=5.859
σ13.081-8.981=4.100
min129.282-134.666=-5.384
max162.910-163.236=-0.327
phase=macro expansion
mean5.894
σ0.000
min5.894
max5.894
mean850.000-803.750=46.250
σ0.000-64.393=-64.393
min850.000-702.000=148.000
max850.000-849.000=1.000
mean8.948-8.801=0.147
σ2.834-1.812=1.021
min5.774-6.883=-1.109
max12.079-11.862=0.216
phase=parser
mean1042.132-1042.130=0.002
σ0.000-0.000=0.000
min1042.132-1042.130=0.002
max1042.132-1042.131=0.002
mean850.000-803.750=46.250
σ0.000-64.393=-64.393
min850.000-702.000=148.000
max850.000-849.000=1.000
mean562.193-545.063=17.131
σ163.220-103.854=59.367
min374.276-439.656=-65.379
max728.669-722.714=5.955
phase=processProdDef
mean2241.194-2241.195=-0.001
σ0.000
min2241.194-2241.195=-0.001
max2241.194-2241.195=-0.001
mean850.000-819.625=30.375
σ0.000-56.485=-56.485
min850.000-703.000=147.000
max850.000-849.000=1.000
mean2659.940-2902.346=-242.406
σ339.107-275.767=63.340
min2207.931-2493.871=-285.940
max3051.171-3312.336=-261.165
phase=renaming
mean21.434-21.433=0.000
σ0.000
min21.434-21.433=0.000
max21.434-21.433=0.000
mean850.000-803.750=46.250
σ0.000-64.393=-64.393
min850.000-702.000=148.000
max850.000-849.000=1.000
mean41.839-41.412=0.427
σ5.701-7.554=-1.853
min29.859-26.152=3.708
max46.997-48.442=-1.445
phase=type checker
mean958.462
σ0.047
min958.439
max958.564
mean850.000-803.750=46.250
σ0.000-64.393=-64.393
min850.000-702.000=148.000
max850.000-849.000=1.000
mean730.015-695.702=34.313
σ88.011-75.534=12.477
min641.049-639.953=1.096
max873.050-849.652=23.398

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.854-282.855=-0.000
σ0.037-0.039=-0.002
min282.799-282.800=-0.001
max282.890-282.893=-0.003
mean444.000
σ0.000
min444.000
max444.000
mean0.373-0.386=-0.013
σ0.001-0.002=-0.001
min0.373-0.384=-0.011
max0.374-0.389=-0.014
iters=5
new-facts=1
prior-facts=6402
mean1268.052-1268.052=0.000
σ0.107-0.113=-0.006
min1267.953-1267.956=-0.004
max1268.227-1268.241=-0.014
mean1091.000-1091.200=-0.200
σ168.879-167.574=1.304
min892.000
max1324.000-1320.000=4.000
mean2.047-1.929=0.118
σ0.188-0.112=0.076
min1.810-1.793=0.017
max2.294-2.055=0.239
iters=5
new-facts=6402
prior-facts=1
mean1507.018-1507.033=-0.015
σ2.926-2.981=-0.055
min1505.486-1505.473=0.012
max1512.238-1512.353=-0.115
mean625.000-624.800=0.200
σ87.164-87.537=-0.373
min495.000-494.000=1.000
max727.000
mean2.193-2.233=-0.040
σ0.084-0.189=-0.105
min2.103-2.128=-0.025
max2.297-2.570=-0.273
iters=5
new-facts=6402
prior-facts=6402
mean1830.070-1830.055=0.016
σ0.055-0.049=0.006
min1829.994-1829.997=-0.003
max1830.136-1830.100=0.036
mean1721.600-1720.600=1.000
σ188.920-190.774=-1.854
min1463.000-1453.000=10.000
max1899.000-1896.000=3.000
mean2.999-2.945=0.054
σ0.303-0.310=-0.007
min2.819-2.671=0.147
max3.538-3.480=0.058

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.678-1.674=0.004
σ0.106-0.255=-0.149
min1.556-1.249=0.307
max1.833-1.884=-0.051

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean405.943-405.941=0.002
σ509.285-509.285=-0.000
min151.295-151.294=0.001
max1169.870-1169.869=0.002
mean101.750
σ7.500
min98.000
max113.000
mean444.000
σ0.000
min444.000
max444.000
mean0.504-0.495=0.009
σ0.498-0.480=0.019
min0.252-0.247=0.004
max1.252-1.215=0.037
policies=20
mean1513.138-1513.115=0.023
σ0.251-0.256=-0.005
min1512.971-1512.937=0.034
max1513.509-1513.493=0.016
mean980.000
σ0.000
min980.000
max980.000
mean452.750-447.750=5.000
σ12.312-2.500=9.812
min444.000
max471.000-449.000=22.000
mean2.480-2.469=0.011
σ0.019-0.009=0.009
min2.457-2.460=-0.003
max2.502-2.482=0.020
policies=200
mean15140.028-15139.964=0.064
σ0.107-0.187=-0.080
min15139.887-15139.774=0.112
max15140.144-15140.218=-0.074
mean9800.000
σ0.000
min9800.000
max9800.000
mean503.000-501.250=1.750
σ6.325-4.787=1.537
min497.000-496.000=1.000
max511.000-507.000=4.000
mean25.055-25.137=-0.082
σ0.091-0.223=-0.132
min24.967-24.909=0.058
max25.182-25.425=-0.243