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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
mean54.716-54.716=-0.001
σ0.363-0.362=0.001
min54.583-54.582=0.001
max55.747-55.745=0.002
mean416.000-419.000=-3.000
σ0.000
min416.000-419.000=-3.000
max416.000-419.000=-3.000
mean0.139-0.141=-0.002
σ0.004-0.004=-0.000
min0.135-0.139=-0.004
max0.146-0.150=-0.004
cache=y
dps=1
iters=10
policies=100
mean43.778-43.778=0.000
σ0.008-0.008=-0.001
min43.764-43.766=-0.002
max43.792-43.793=-0.001
mean416.000-419.000=-3.000
σ0.000
min416.000-419.000=-3.000
max416.000-419.000=-3.000
mean0.123-0.122=0.001
σ0.004-0.005=-0.001
min0.120-0.117=0.003
max0.132-0.133=-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
mean4588.500-4586.375=2.125
σ2249.952-2251.005=-1.053
min1487.000-1483.000=4.000
max7381.000-7386.000=-5.000
mean159.733-158.421=1.312
σ416.856-413.367=3.489
min12.002-11.882=0.119
max1191.400-1181.451=9.948
op=column_set() on indexed, repeat
mean36.604-36.604=0.000
σ0.000-0.000=0.000
min36.604-36.604=0.000
max36.605-36.604=0.000
mean4588.500-4586.375=2.125
σ2249.952-2251.005=-1.053
min1487.000-1483.000=4.000
max7381.000-7386.000=-5.000
mean13.729-13.746=-0.018
σ3.144-4.505=-1.361
min11.429-11.648=-0.219
max21.281-24.821=-3.540
op=table_records(), no indexes
mean41.940-41.939=0.000
σ0.002-0.002=-0.000
min41.938
max41.942-41.942=0.000
mean7381.000-7386.000=-5.000
σ0.000
min7381.000-7386.000=-5.000
max7381.000-7386.000=-5.000
mean11.817-11.356=0.462
σ1.707-1.114=0.593
min10.999-10.626=0.373
max16.003-14.081=1.922
op=table_records(), repeat
mean41.925-41.924=0.001
σ0.001-0.000=0.001
min41.924-41.924=0.000
max41.928-41.925=0.003
mean4178.875-4174.750=4.125
σ1946.805-1946.396=0.409
min1487.000-1483.000=4.000
max7381.000-7386.000=-5.000
mean11.885-11.554=0.332
σ1.683-1.740=-0.057
min10.980-10.832=0.147
max16.003-15.854=0.150
op=vertical_lookup_list() on indexed, after table_records()
mean27.633-27.633=0.000
σ0.137-0.137=-0.000
min27.584
max27.971-27.971=-0.000
mean4178.875-4174.750=4.125
σ1946.805-1946.396=0.409
min1487.000-1483.000=4.000
max7381.000-7386.000=-5.000
mean9.093-9.023=0.070
σ1.394-1.135=0.258
min8.177-7.952=0.226
max12.461-11.719=0.741
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
mean4178.875-4174.750=4.125
σ1946.805-1946.396=0.409
min1487.000-1483.000=4.000
max7381.000-7386.000=-5.000
mean6.924-7.084=-0.160
σ1.001-0.929=0.072
min5.942-6.364=-0.422
max9.224-9.294=-0.070
op=vertical_lookup_row_list() on 2 indexed
mean25.662-25.662=-0.000
σ0.004-0.004=0.000
min25.661
max25.673
mean4588.500-4586.375=2.125
σ2249.952-2251.005=-1.053
min1487.000-1483.000=4.000
max7381.000-7386.000=-5.000
mean6.466-6.371=0.094
σ1.060-1.060=0.000
min5.816-5.637=0.179
max9.062-8.940=0.122
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.961-25.961=0.000
σ0.000-0.001=-0.000
min25.961-25.961=0.000
max25.962-25.962=-0.000
mean4588.500-4586.375=2.125
σ2249.952-2251.005=-1.053
min1487.000-1483.000=4.000
max7381.000-7386.000=-5.000
mean6.252-6.292=-0.040
σ0.977-1.120=-0.142
min5.786-5.602=0.184
max8.665-8.943=-0.278

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.608
σ0.002
min1021.606
max1021.611
mean7381.000-7386.000=-5.000
σ0.000
min7381.000-7386.000=-5.000
max7381.000-7386.000=-5.000
mean347.267-349.339=-2.072
σ1.844-2.874=-1.030
min345.138-345.208=-0.070
max350.371-352.783=-2.411
op=load_product(), with indexes
mean3495.855-3495.855=0.000
σ0.454-0.454=-0.000
min3495.694
max3496.978
mean3755.875-3753.250=2.625
σ2300.842-2299.677=1.165
min720.000-721.000=-1.000
max7381.000-7386.000=-5.000
mean1755.113-1777.670=-22.557
σ628.938-692.206=-63.268
min1405.540-1399.670=5.870
max2817.867-2989.546=-171.678

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
max107.842-107.842=0.000
mean4406.875-4404.500=2.375
σ2219.036-2220.786=-1.750
min1487.000-1483.000=4.000
max7381.000-7386.000=-5.000
mean188.024-244.137=-56.113
σ150.196-307.869=-157.674
min127.348-122.798=4.549
max557.472-1004.891=-447.418
op=column_set() on unindexed, dense, repeat
mean62.068
σ0.001
min62.065
max62.068
mean4406.875-4404.500=2.375
σ2219.036-2220.786=-1.750
min1487.000-1483.000=4.000
max7381.000-7386.000=-5.000
mean43.247-43.842=-0.595
σ1.658-3.029=-1.371
min41.388-40.931=0.457
max46.079-50.522=-4.443
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.926
σ0.002
min40.925
max40.928
mean7381.000-7386.000=-5.000
σ0.000
min7381.000-7386.000=-5.000
max7381.000-7386.000=-5.000
mean195.574-198.692=-3.119
σ489.411-496.990=-7.579
min21.485-21.587=-0.101
max1406.794-1428.658=-21.864
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.293-71.294=-0.000
σ0.002-0.002=0.000
min71.292-71.292=0.000
max71.296-71.296=0.000
mean7381.000-7386.000=-5.000
σ0.000
min7381.000-7386.000=-5.000
max7381.000-7386.000=-5.000
mean66.244-64.888=1.356
σ25.245-21.603=3.642
min55.503-55.702=-0.199
max128.286-117.718=10.568

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.842
σ0.014-0.013=0.000
min4646.837
max4646.876-4646.875=0.001
mean4178.875-4174.750=4.125
σ1946.805-1946.396=0.409
min1487.000-1483.000=4.000
max7381.000-7386.000=-5.000
mean3309.565-3272.222=37.343
σ810.110-748.865=61.245
min2565.754-2495.515=70.240
max4805.879-4518.940=286.939
op=vertical_lookup_list() on indexed
mean1973.829
σ0.002
min1973.827
max1973.832
mean7381.000-7386.000=-5.000
σ0.000
min7381.000-7386.000=-5.000
max7381.000-7386.000=-5.000
mean1017.935-1058.433=-40.498
σ151.114-304.472=-153.358
min933.492-922.405=11.088
max1370.871-1796.282=-425.411
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.083
σ0.002
min905.080
max905.086
mean7381.000-7386.000=-5.000
σ0.000
min7381.000-7386.000=-5.000
max7381.000-7386.000=-5.000
mean397.638-411.579=-13.941
σ6.179-48.275=-42.096
min385.216-382.250=2.966
max404.065-530.151=-126.085

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean477.000
σ1.069-0.000=1.069
min476.000-477.000=-1.000
max478.000-477.000=1.000
mean382.826-372.613=10.214
σ29.316-46.372=-17.055
min321.026-319.106=1.920
max416.231-431.580=-15.349
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean565.000-562.000=3.000
σ0.000
min565.000-562.000=3.000
max565.000-562.000=3.000
mean758.285-732.939=25.346
σ47.122-91.775=-44.654
min688.785-566.225=122.560
max847.953-821.620=26.333

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean964.564-964.563=0.001
σ1.881-1.881=0.000
min963.843-963.843=0.000
max972.519-972.517=0.001
mean1047.100-1036.200=10.900
σ320.969-309.526=11.442
min545.000-544.000=1.000
max1570.000-1532.000=38.000
mean1.238-1.244=-0.006
σ0.067-0.064=0.003
min1.102-1.183=-0.080
max1.378-1.416=-0.038

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
mean0.433-0.295=0.138
σ0.596-0.292=0.304
min0.149-0.141=0.008
max1.497-0.814=0.684
name=error_case.art
mean2.346
σ0.012
min2.340
max2.368
mean402.000
σ0.000
min402.000
max402.000
mean0.485-0.472=0.013
σ0.315-0.322=-0.007
min0.329-0.320=0.009
max1.047-1.047=0.000
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000
σ0.000
min402.000
max402.000
mean0.218-0.215=0.004
σ0.019-0.018=0.001
min0.204-0.199=0.005
max0.250-0.245=0.005
name=nested_use.art
mean2.364
σ0.002
min2.363
max2.367
mean402.000
σ0.000
min402.000
max402.000
mean0.336-0.332=0.003
σ0.017-0.023=-0.005
min0.323-0.311=0.011
max0.366-0.367=-0.001

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
mean0.591-0.590=0.001
σ0.026-0.023=0.004
min0.548-0.551=-0.002
max0.616-0.607=0.009
name=cdr_enhanced_4k_loc.art
mean886.001
σ0.002
min886.000
max886.004
mean431.000
σ0.000
min431.000
max431.000
mean0.476-0.469=0.007
σ0.039-0.036=0.003
min0.432-0.412=0.021
max0.520-0.502=0.017

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
mean2.669-1.960=0.709
σ0.129-0.064=0.064
min2.463-1.858=0.605
max3.183-2.243=0.940
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean431.000
σ0.000
min431.000
max431.000
mean2.578-1.927=0.651
σ0.099-0.076=0.023
min2.436-1.744=0.693
max3.051-2.127=0.924
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean431.000
σ0.000
min431.000
max431.000
mean0.302-0.303=-0.001
σ0.008-0.012=-0.004
min0.289-0.289=-0.000
max0.352-0.381=-0.028
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean431.000
σ0.000
min431.000
max431.000
mean0.288-0.289=-0.001
σ0.007-0.007=0.000
min0.274-0.275=-0.000
max0.325-0.328=-0.003

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.406-11.266=0.140
σ11.049-11.749=-0.700
min0.574-0.573=0.001
max101.430-88.696=12.733
mean470.764-465.863=4.901
σ20.709-21.062=-0.353
min407.000-408.000=-1.000
max484.000
mean0.026-0.026=0.000
σ0.027-0.029=-0.002
min0.001-0.001=-0.000
max0.247-0.226=0.021

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean278.926-278.931=-0.004
σ1.022-1.018=0.004
min278.530-278.548=-0.017
max281.831-281.823=0.009
mean441.500-440.300=1.200
σ13.252-15.614=-2.362
min426.000-416.000=10.000
max464.000-466.000=-2.000
mean0.573-0.575=-0.002
σ0.021-0.020=0.000
min0.540-0.539=0.001
max0.610-0.608=0.002

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
mean851.000-850.000=1.000
σ0.000
min851.000-850.000=1.000
max851.000-850.000=1.000
mean207.647-203.701=3.946
σ24.302-22.096=2.206
min183.549-186.188=-2.639
max247.467-248.670=-1.203
phase=macro expansion
mean5.896
σ0.000
min5.896
max5.896
mean851.000-838.750=12.250
σ0.000-31.820=-31.820
min851.000-760.000=91.000
max851.000-850.000=1.000
mean8.416-8.010=0.406
σ1.479-1.419=0.060
min5.980-5.965=0.015
max9.437-9.117=0.320
phase=parser
mean1042.131-1042.133=-0.002
σ0.000-0.000=-0.000
min1042.130-1042.133=-0.003
max1042.131-1042.134=-0.002
mean851.000-838.750=12.250
σ0.000-31.820=-31.820
min851.000-760.000=91.000
max851.000-850.000=1.000
mean575.798-587.343=-11.545
σ74.388-57.871=16.517
min407.300-446.111=-38.811
max616.888-618.131=-1.243
phase=processProdDef
mean2243.718-2243.715=0.003
σ0.000
min2243.718-2243.715=0.003
max2243.718-2243.715=0.003
mean851.000-850.000=1.000
σ0.000
min851.000-850.000=1.000
max851.000-850.000=1.000
mean3067.585-2909.029=158.556
σ227.454-285.040=-57.585
min2675.357-2381.854=293.503
max3275.369-3231.880=43.489
phase=renaming
mean21.440-21.436=0.004
σ0.000
min21.440-21.436=0.004
max21.440-21.436=0.004
mean851.000-838.750=12.250
σ0.000-31.820=-31.820
min851.000-760.000=91.000
max851.000-850.000=1.000
mean44.171-42.509=1.662
σ5.222-6.264=-1.042
min34.763-34.000=0.763
max47.527-48.958=-1.431
phase=type checker
mean958.596-958.600=-0.004
σ0.047
min958.573-958.577=-0.004
max958.698-958.702=-0.004
mean851.000-838.750=12.250
σ0.000-31.820=-31.820
min851.000-760.000=91.000
max851.000-850.000=1.000
mean667.732-662.513=5.219
σ21.826-15.291=6.535
min635.081-636.634=-1.554
max689.915-681.304=8.610

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.854-282.855=-0.001
σ0.039-0.039=-0.000
min282.800-282.800=-0.001
max282.893-282.894=-0.001
mean442.000-441.400=0.600
σ2.739-3.286=-0.548
min440.000-439.000=1.000
max445.000
mean0.379-0.376=0.003
σ0.005-0.000=0.005
min0.374-0.375=-0.001
max0.388-0.376=0.011
iters=5
new-facts=1
prior-facts=6402
mean1268.057-1268.058=-0.000
σ0.106-0.111=-0.005
min1267.960-1267.970=-0.010
max1268.228-1268.245=-0.017
mean1086.000-1093.000=-7.000
σ185.738-169.819=15.919
min860.000-892.000=-32.000
max1317.000-1325.000=-8.000
mean1.948-1.943=0.004
σ0.121-0.070=0.051
min1.791-1.856=-0.065
max2.110-2.040=0.070
iters=5
new-facts=6402
prior-facts=1
mean1507.050-1507.032=0.019
σ2.971-2.971=0.000
min1505.514-1505.479=0.035
max1512.354-1512.334=0.021
mean636.600-625.400=11.200
σ90.478-87.248=3.230
min499.000-495.000=4.000
max735.000-727.000=8.000
mean2.280-2.231=0.049
σ0.221-0.206=0.015
min2.118-2.129=-0.010
max2.641-2.599=0.042
iters=5
new-facts=6402
prior-facts=6402
mean1830.065-1830.063=0.001
σ0.036-0.047=-0.010
min1830.005-1829.993=0.012
max1830.094-1830.113=-0.019
mean1730.000-1719.800=10.200
σ181.883-190.401=-8.518
min1472.000-1456.000=16.000
max1898.000-1893.000=5.000
mean3.028-3.022=0.006
σ0.270-0.331=-0.061
min2.864-2.815=0.049
max3.507-3.611=-0.105

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.690-1.814=-0.124
σ0.110-0.110=0.000
min1.603-1.622=-0.019
max1.868-1.890=-0.022

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean406.198-406.199=-0.001
σ509.796-509.796=-0.000
min151.296-151.296=-0.000
max1170.892-1170.893=-0.001
mean101.750
σ7.500
min98.000
max113.000
mean440.000-447.000=-7.000
σ0.000
min440.000-447.000=-7.000
max440.000-447.000=-7.000
mean0.490-0.495=-0.006
σ0.468-0.490=-0.022
min0.254-0.241=0.013
max1.192-1.231=-0.039
policies=20
mean1513.156-1513.148=0.008
σ0.296-0.272=0.024
min1512.964-1512.974=-0.010
max1513.595-1513.551=0.043
mean980.000
σ0.000
min980.000
max980.000
mean447.500-447.750=-0.250
σ5.000-0.500=4.500
min440.000-447.000=-7.000
max450.000-448.000=2.000
mean2.535-2.508=0.027
σ0.045-0.031=0.014
min2.495-2.469=0.026
max2.599-2.539=0.060
policies=200
mean15140.006-15139.963=0.043
σ0.058-0.117=-0.059
min15139.936-15139.807=0.129
max15140.057-15140.064=-0.007
mean9800.000
σ0.000
min9800.000
max9800.000
mean497.000-498.750=-1.750
σ4.163-7.136=-2.972
min492.000-491.000=1.000
max502.000-507.000=-5.000
mean25.291-25.351=-0.060
σ0.125-0.102=0.022
min25.183-25.225=-0.042
max25.431-25.443=-0.011