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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
mean5.395
σ0.000
min5.395
max5.395

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean446.633
σ0.000
min446.633
max446.633

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
mean54.716-54.715=0.001
σ0.363-0.364=-0.001
min54.581-54.577=0.004
max55.748-55.750=-0.002
mean417.000-418.000=-1.000
σ0.000
min417.000-418.000=-1.000
max417.000-418.000=-1.000
mean0.141-0.141=0.000
σ0.005-0.005=0.001
min0.135-0.137=-0.002
max0.150-0.148=0.002
cache=y
dps=1
iters=10
policies=100
mean43.777-43.778=-0.001
σ0.009-0.006=0.002
min43.763-43.768=-0.005
max43.788-43.791=-0.002
mean417.000-418.000=-1.000
σ0.000
min417.000-418.000=-1.000
max417.000-418.000=-1.000
mean0.121-0.121=-0.001
σ0.005-0.004=0.001
min0.116-0.116=-0.000
max0.131-0.129=0.001

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.604-36.604=0.000
σ0.000-0.000=0.000
min36.604
max36.605-36.605=0.000
mean4591.875-4218.500=373.375
σ2248.670-1970.585=278.085
min1485.000-1482.000=3.000
max7386.000-7434.000=-48.000
mean165.110-12.032=153.078
σ432.571-0.405=432.166
min11.937-11.694=0.243
max1235.668-12.997=1222.671
op=column_set() on indexed, repeat
mean36.604-36.605=-0.000
σ0.000-0.000=-0.000
min36.604-36.604=-0.000
max36.605-36.605=-0.001
mean4591.875-4444.250=147.625
σ2248.670-2240.137=8.533
min1485.000-1482.000=3.000
max7386.000-7434.000=-48.000
mean13.504-124.307=-110.803
σ2.930-315.654=-312.724
min11.750-12.522=-0.772
max20.651-905.509=-884.859
op=table_records(), no indexes
mean41.940-41.940=0.000
σ0.002-0.002=-0.000
min41.938
max41.942-41.942=-0.000
mean7386.000-7434.000=-48.000
σ0.000
min7386.000-7434.000=-48.000
max7386.000-7434.000=-48.000
mean12.185-11.356=0.829
σ2.118-1.151=0.967
min11.011-10.813=0.198
max16.877-14.193=2.684
op=table_records(), repeat
mean41.925-41.924=0.001
σ0.002-0.000=0.001
min41.924-41.924=-0.000
max41.929-41.925=0.004
mean4182.625-4218.500=-35.875
σ1944.916-1970.585=-25.670
min1485.000-1482.000=3.000
max7386.000-7434.000=-48.000
mean11.879-11.296=0.582
σ1.819-0.948=0.871
min10.932-10.844=0.088
max16.350-13.625=2.725
op=vertical_lookup_list() on indexed, after table_records()
mean27.633-27.633=0.000
σ0.137-0.137=-0.000
min27.584
max27.971
mean4182.625-4218.500=-35.875
σ1944.916-1970.585=-25.670
min1485.000-1482.000=3.000
max7386.000-7434.000=-48.000
mean8.934-8.849=0.086
σ1.312-0.597=0.715
min7.913-8.077=-0.165
max12.118-10.192=1.926
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.384-26.384=-0.000
σ0.000-0.001=-0.001
min26.384
max26.384-26.388=-0.004
mean4182.625-4218.500=-35.875
σ1944.916-1970.585=-25.670
min1485.000-1482.000=3.000
max7386.000-7434.000=-48.000
mean6.826-6.916=-0.090
σ1.027-0.546=0.481
min6.127-6.470=-0.343
max9.338-8.240=1.097
op=vertical_lookup_row_list() on 2 indexed
mean25.662-25.662=-0.000
σ0.004-0.004=-0.000
min25.661
max25.673-25.673=-0.000
mean4591.875-4444.250=147.625
σ2248.670-2240.137=8.533
min1485.000-1482.000=3.000
max7386.000-7434.000=-48.000
mean6.236-6.396=-0.159
σ0.509-1.063=-0.554
min5.880-5.942=-0.061
max7.450-9.023=-1.573
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.961-25.961=-0.000
σ0.001-0.001=0.000
min25.961-25.961=-0.000
max25.962
mean4591.875-4444.250=147.625
σ2248.670-2240.137=8.533
min1485.000-1482.000=3.000
max7386.000-7434.000=-48.000
mean6.025-6.158=-0.133
σ0.606-1.034=-0.428
min5.627-5.716=-0.089
max7.504-8.715=-1.210

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.608
σ0.002
min1021.606
max1021.611
mean7386.000-7434.000=-48.000
σ0.000
min7386.000-7434.000=-48.000
max7386.000-7434.000=-48.000
mean348.092-347.400=0.692
σ0.970-1.324=-0.354
min345.800-345.313=0.487
max348.846-348.577=0.269
op=load_product(), with indexes
mean3495.855-3495.855=0.000
σ0.454-0.453=0.001
min3495.694
max3496.978-3496.977=0.002
mean3758.750-3789.500=-30.750
σ2299.670-2328.460=-28.789
min721.000-719.000=2.000
max7386.000-7434.000=-48.000
mean1777.415-2069.321=-291.905
σ689.901-988.737=-298.836
min1401.806-1388.587=13.219
max3001.659-3972.879=-971.221

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.841-107.841=0.000
σ0.000-0.000=0.000
min107.841-107.841=0.000
max107.841-107.841=0.000
mean4411.875-4218.500=193.375
σ2218.264-1970.585=247.678
min1485.000-1482.000=3.000
max7386.000-7434.000=-48.000
mean232.156-132.321=99.835
σ273.006-5.768=267.238
min123.070-125.954=-2.884
max906.487-141.999=764.488
op=column_set() on unindexed, dense, repeat
mean62.068-62.068=0.000
σ0.001-0.001=0.000
min62.065
max62.069-62.068=0.000
mean4411.875-4218.500=193.375
σ2218.264-1970.585=247.678
min1485.000-1482.000=3.000
max7386.000-7434.000=-48.000
mean43.246-42.100=1.146
σ2.718-1.252=1.467
min40.758-40.534=0.223
max49.217-44.088=5.128
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.926-40.926=0.000
σ0.002-0.002=-0.000
min40.925
max40.928
mean7386.000-7434.000=-48.000
σ0.000
min7386.000-7434.000=-48.000
max7386.000-7434.000=-48.000
mean203.158-22.851=180.307
σ508.483-2.670=505.812
min21.649-21.472=0.177
max1461.574-29.303=1432.270
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.294-71.294=-0.000
σ0.002-0.002=0.000
min71.292-71.292=-0.000
max71.296-71.296=-0.000
mean7386.000-7434.000=-48.000
σ0.000
min7386.000-7434.000=-48.000
max7386.000-7434.000=-48.000
mean65.735-115.066=-49.331
σ24.458-162.267=-137.809
min55.178-55.395=-0.216
max125.867-516.556=-390.689

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.842-4646.842=0.000
σ0.013-0.013=-0.000
min4646.837
max4646.875
mean4182.625-4218.500=-35.875
σ1944.916-1970.585=-25.670
min1485.000-1482.000=3.000
max7386.000-7434.000=-48.000
mean3289.353-3387.397=-98.044
σ793.720-665.363=128.357
min2478.984-2513.371=-34.387
max4600.423-4271.825=328.598
op=vertical_lookup_list() on indexed
mean1973.829
σ0.002-0.002=0.000
min1973.827
max1973.832-1973.831=0.000
mean7386.000-7434.000=-48.000
σ0.000
min7386.000-7434.000=-48.000
max7386.000-7434.000=-48.000
mean1038.076-1271.928=-233.852
σ216.159-919.395=-703.236
min917.976-921.118=-3.141
max1443.828-3544.303=-2100.475
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.083
σ0.002
min905.080
max905.086
mean7386.000-7434.000=-48.000
σ0.000
min7386.000-7434.000=-48.000
max7386.000-7434.000=-48.000
mean408.966-409.529=-0.563
σ36.274-42.946=-6.672
min389.106-390.641=-1.535
max498.278-515.673=-17.395

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean476.250-475.000=1.250
σ1.035-0.000=1.035
min475.000
max477.000-475.000=2.000
mean362.920-366.331=-3.411
σ43.117-29.113=14.004
min303.259-311.868=-8.609
max422.050-405.163=16.887
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean561.375-557.000=4.375
σ1.768-0.000=1.768
min557.000
max562.000-557.000=5.000
mean740.855-758.546=-17.692
σ71.166-78.736=-7.570
min617.341-608.912=8.429
max822.508-846.188=-23.681

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean964.563-964.564=-0.001
σ1.879-1.880=-0.001
min963.843-963.843=0.000
max972.510-972.517=-0.007
mean1040.750-1043.000=-2.250
σ306.329-321.961=-15.632
min590.000-591.000=-1.000
max1490.000-1543.000=-53.000
mean1.258-1.270=-0.012
σ0.077-0.083=-0.006
min1.160-1.173=-0.013
max1.493-1.491=0.002

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
mean0.429-0.353=0.076
σ0.438-0.289=0.149
min0.138-0.137=0.001
max1.201-0.838=0.363
name=error_case.art
mean2.346
σ0.012
min2.340
max2.368
mean402.000
σ0.000
min402.000
max402.000
mean0.833-0.499=0.333
σ0.528-0.377=0.150
min0.578-0.323=0.254
max1.776-1.174=0.602
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000
σ0.000
min402.000
max402.000
mean0.373-0.220=0.154
σ0.040-0.018=0.022
min0.343-0.205=0.138
max0.442-0.251=0.192
name=nested_use.art
mean2.364
σ0.002
min2.363
max2.367
mean402.000
σ0.000
min402.000
max402.000
mean0.551-0.353=0.197
σ0.108-0.020=0.088
min0.363-0.338=0.025
max0.639-0.386=0.253

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.979
σ0.009
min964.974
max964.996
mean431.000
σ0.000
min431.000
max431.000
mean0.580-0.587=-0.007
σ0.099-0.027=0.072
min0.494-0.541=-0.047
max0.744-0.605=0.139
name=cdr_enhanced_4k_loc.art
mean886.001
σ0.002
min886.000
max886.004
mean431.000
σ0.000
min431.000
max431.000
mean0.442-0.454=-0.012
σ0.043-0.034=0.009
min0.378-0.398=-0.020
max0.488-0.488=0.000

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.719
σ0.002
min7.718
max7.722
mean431.000
σ0.000
min431.000
max431.000
mean2.607-2.659=-0.052
σ0.119-0.103=0.017
min2.450-2.501=-0.051
max3.324-3.000=0.324
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean431.000
σ0.000
min431.000
max431.000
mean2.561-2.646=-0.085
σ0.062-0.099=-0.037
min2.420-2.456=-0.037
max2.754-2.917=-0.163
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean431.000
σ0.000
min431.000
max431.000
mean0.307-0.306=0.001
σ0.031-0.007=0.024
min0.291-0.292=-0.001
max0.603-0.352=0.251
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean431.000
σ0.000
min431.000
max431.000
mean0.295-0.291=0.003
σ0.011-0.010=0.001
min0.280-0.274=0.005
max0.364-0.360=0.004

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean12.021-11.810=0.211
σ12.042-11.435=0.606
min0.714-0.714=-0.000
max91.885-98.231=-6.346
mean468.121-458.789=9.332
σ20.029-19.548=0.481
min408.000-406.000=2.000
max480.000-478.000=2.000
mean0.027-0.027=0.000
σ0.029-0.028=0.002
min0.001-0.001=0.000
max0.221-0.234=-0.013

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean279.224-279.109=0.115
σ1.028-1.044=-0.016
min278.741-278.652=0.089
max282.140-282.076=0.065
mean442.100-444.400=-2.300
σ16.162-14.524=1.638
min413.000-416.000=-3.000
max468.000-466.000=2.000
mean0.567-0.574=-0.007
σ0.030-0.030=-0.001
min0.507-0.507=-0.000
max0.610-0.615=-0.005

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean169.257-169.257=0.000
σ0.000-0.000=0.000
min169.257
max169.257-169.257=0.000
mean848.000
σ0.000
min848.000
max848.000
mean210.487-214.823=-4.336
σ25.044-23.489=1.555
min186.390-186.803=-0.414
max241.853-247.199=-5.346
phase=macro expansion
mean5.896-5.899=-0.004
σ0.000
min5.896-5.899=-0.004
max5.896-5.899=-0.004
mean848.000
σ0.000
min848.000
max848.000
mean8.179-5.903=2.276
σ1.056-0.092=0.965
min6.889-5.784=1.106
max9.001-6.052=2.949
phase=parser
mean1042.131-1042.133=-0.002
σ0.000-0.001=-0.000
min1042.130-1042.132=-0.002
max1042.131-1042.133=-0.002
mean848.000
σ0.000
min848.000
max848.000
mean542.665-410.234=132.432
σ75.821-71.777=4.044
min441.112-375.322=65.790
max615.167-584.781=30.386
phase=processProdDef
mean2243.718-2243.717=0.001
σ0.000
min2243.718-2243.717=0.001
max2243.718-2243.717=0.001
mean848.000
σ0.000
min848.000
max848.000
mean2956.776-2837.989=118.787
σ231.098-413.594=-182.496
min2598.635-2131.307=467.327
max3218.553-3258.643=-40.090
phase=renaming
mean21.440-21.436=0.004
σ0.000
min21.440-21.436=0.004
max21.440-21.436=0.004
mean848.000
σ0.000
min848.000
max848.000
mean44.240-34.296=9.944
σ3.967-1.622=2.346
min39.267-32.500=6.767
max49.179-37.675=11.504
phase=type checker
mean958.596
σ0.047
min958.573
max958.698
mean848.000
σ0.000
min848.000
max848.000
mean660.602-649.755=10.847
σ16.922-16.197=0.725
min630.254-622.494=7.760
max680.182-669.561=10.621

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.855-282.856=-0.001
σ0.037-0.038=-0.001
min282.800-282.799=0.001
max282.890-282.891=-0.001
mean441.400-441.800=-0.400
σ3.286-3.834=-0.548
min439.000
max445.000-446.000=-1.000
mean0.383-0.379=0.005
σ0.009-0.003=0.006
min0.377-0.376=0.001
max0.398-0.384=0.013
iters=5
new-facts=1
prior-facts=6402
mean1268.045-1268.060=-0.014
σ0.090-0.110=-0.020
min1267.971-1267.958=0.012
max1268.190-1268.243=-0.053
mean1112.600-1091.000=21.600
σ170.160-167.738=2.422
min897.000-892.000=5.000
max1325.000-1320.000=5.000
mean1.902-2.044=-0.142
σ0.106-0.094=0.012
min1.818-1.900=-0.082
max2.087-2.149=-0.062
iters=5
new-facts=6402
prior-facts=1
mean1507.051-1507.018=0.033
σ2.979-2.963=0.015
min1505.519-1505.464=0.055
max1512.370-1512.306=0.064
mean632.200-625.000=7.200
σ87.862-87.164=0.698
min498.000-495.000=3.000
max727.000
mean2.266-2.207=0.058
σ0.238-0.178=0.060
min2.070-2.092=-0.023
max2.569-2.523=0.046
iters=5
new-facts=6402
prior-facts=6402
mean1830.095-1830.067=0.029
σ0.091-0.049=0.042
min1829.992-1829.996=-0.004
max1830.223-1830.122=0.101
mean1745.200-1720.200=25.000
σ212.429-188.787=23.642
min1459.000-1454.000=5.000
max1945.000-1891.000=54.000
mean3.167-2.994=0.173
σ0.434-0.436=-0.002
min2.661-2.612=0.049
max3.627-3.747=-0.120

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.778-1.764=0.013
σ0.114-0.118=-0.004
min1.574-1.599=-0.024
max1.844-1.887=-0.043

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean406.198-406.199=-0.001
σ509.796-509.796=0.000
min151.294-151.296=-0.002
max1170.892-1170.892=-0.000
mean101.750
σ7.500
min98.000
max113.000
mean442.000-434.000=8.000
σ0.000
min442.000-434.000=8.000
max442.000-434.000=8.000
mean0.490-0.494=-0.005
σ0.469-0.480=-0.011
min0.250-0.248=0.002
max1.193-1.214=-0.021
policies=20
mean1513.149-1513.150=-0.001
σ0.277-0.271=0.005
min1512.967-1512.975=-0.008
max1513.559-1513.552=0.007
mean980.000
σ0.000
min980.000
max980.000
mean445.000-443.750=1.250
σ3.464-6.500=-3.036
min442.000-434.000=8.000
max448.000-447.000=1.000
mean2.509-2.504=0.005
σ0.016-0.020=-0.004
min2.497-2.478=0.019
max2.532-2.526=0.006
policies=200
mean15140.028-15140.016=0.012
σ0.122-0.088=0.034
min15139.875-15139.904=-0.029
max15140.172-15140.118=0.054
mean9800.000
σ0.000
min9800.000
max9800.000
mean496.500-495.750=0.750
σ5.568-4.272=1.296
min491.000
max504.000-501.000=3.000
mean25.288-25.241=0.047
σ0.126-0.130=-0.004
min25.145-25.153=-0.008
max25.450-25.432=0.019