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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
mean54.716-54.717=-0.000
σ0.363-0.363=-0.000
min54.581-54.580=0.001
max55.748-55.750=-0.001
mean417.000-415.000=2.000
σ0.000
min417.000-415.000=2.000
max417.000-415.000=2.000
mean0.141-0.141=0.000
σ0.005-0.004=0.001
min0.135-0.136=-0.001
max0.150-0.148=0.001
cache=y
dps=1
iters=10
policies=100
mean43.777-43.777=-0.000
σ0.009-0.008=0.000
min43.763-43.763=0.000
max43.788-43.788=0.000
mean417.000-415.000=2.000
σ0.000
min417.000-415.000=2.000
max417.000-415.000=2.000
mean0.121-0.121=0.000
σ0.005-0.005=0.000
min0.116-0.115=0.001
max0.131-0.127=0.003

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
mean4591.875-4425.625=166.250
σ2248.670-2224.914=23.756
min1485.000-1481.000=4.000
max7386.000-7402.000=-16.000
mean165.110-12.933=152.177
σ432.571-1.994=430.577
min11.937-11.892=0.045
max1235.668-17.791=1217.877
op=column_set() on indexed, repeat
mean36.604-36.605=-0.000
σ0.000-0.000=-0.000
min36.604
max36.605-36.605=-0.001
mean4591.875-4605.125=-13.250
σ2248.670-2256.102=-7.432
min1485.000-1481.000=4.000
max7386.000-7402.000=-16.000
mean13.504-157.617=-144.113
σ2.930-409.607=-406.676
min11.750-11.533=0.216
max20.651-1171.331=-1150.681
op=table_records(), no indexes
mean41.940-41.939=0.000
σ0.002-0.002=-0.000
min41.938-41.938=0.000
max41.942-41.942=-0.000
mean7386.000-7402.000=-16.000
σ0.000
min7386.000-7402.000=-16.000
max7386.000-7402.000=-16.000
mean12.185-11.498=0.687
σ2.118-0.475=1.643
min11.011-11.119=-0.108
max16.877-12.609=4.268
op=table_records(), repeat
mean41.925-41.925=-0.000
σ0.002-0.001=0.000
min41.924-41.924=-0.000
max41.929-41.928=0.001
mean4182.625-4197.125=-14.500
σ1944.916-1952.799=-7.883
min1485.000-1481.000=4.000
max7386.000-7402.000=-16.000
mean11.879-11.782=0.097
σ1.819-1.279=0.541
min10.932-11.049=-0.117
max16.350-14.923=1.427
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
mean4182.625-4197.125=-14.500
σ1944.916-1952.799=-7.883
min1485.000-1481.000=4.000
max7386.000-7402.000=-16.000
mean8.934-8.827=0.108
σ1.312-0.661=0.651
min7.913-8.032=-0.120
max12.118-10.311=1.806
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.384-26.384=0.000
σ0.000-0.000=-0.000
min26.384-26.384=0.000
max26.384
mean4182.625-4197.125=-14.500
σ1944.916-1952.799=-7.883
min1485.000-1481.000=4.000
max7386.000-7402.000=-16.000
mean6.826-6.391=0.435
σ1.027-0.497=0.530
min6.127-5.920=0.206
max9.338-7.499=1.839
op=vertical_lookup_row_list() on 2 indexed
mean25.662-25.662=0.000
σ0.004-0.004=-0.000
min25.661
max25.673
mean4591.875-4605.125=-13.250
σ2248.670-2256.102=-7.432
min1485.000-1481.000=4.000
max7386.000-7402.000=-16.000
mean6.236-6.478=-0.241
σ0.509-1.193=-0.684
min5.880-5.731=0.149
max7.450-9.105=-1.655
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.961-25.961=0.000
σ0.001-0.001=-0.000
min25.961
max25.962
mean4591.875-4605.125=-13.250
σ2248.670-2256.102=-7.432
min1485.000-1481.000=4.000
max7386.000-7402.000=-16.000
mean6.025-6.354=-0.330
σ0.606-1.161=-0.555
min5.627-5.432=0.195
max7.504-9.001=-1.497

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.608-1021.608=-0.000
σ0.002-0.002=-0.000
min1021.606
max1021.611-1021.611=-0.000
mean7386.000-7402.000=-16.000
σ0.000
min7386.000-7402.000=-16.000
max7386.000-7402.000=-16.000
mean348.092-347.924=0.168
σ0.970-2.395=-1.425
min345.800-345.621=0.179
max348.846-351.738=-2.892
op=load_product(), with indexes
mean3495.855-3495.855=0.000
σ0.454-0.454=-0.000
min3495.694
max3496.978
mean3758.750-3769.875=-11.125
σ2299.670-2309.005=-9.334
min721.000-720.000=1.000
max7386.000-7402.000=-16.000
mean1777.415-1770.598=6.817
σ689.901-634.279=55.622
min1401.806-1390.937=10.869
max3001.659-2831.256=170.402

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=0.001
mean4411.875-4197.125=214.750
σ2218.264-1952.799=265.465
min1485.000-1481.000=4.000
max7386.000-7402.000=-16.000
mean232.156-127.285=104.871
σ273.006-7.815=265.191
min123.070-119.331=3.739
max906.487-145.384=761.103
op=column_set() on unindexed, dense, repeat
mean62.068-62.068=-0.000
σ0.001-0.001=-0.000
min62.065-62.065=-0.000
max62.069-62.069=-0.001
mean4411.875-4425.625=-13.750
σ2218.264-2224.914=-6.650
min1485.000-1481.000=4.000
max7386.000-7402.000=-16.000
mean43.246-137.989=-94.744
σ2.718-272.173=-269.455
min40.758-40.773=-0.015
max49.217-811.581=-762.364
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.926
σ0.002-0.002=-0.000
min40.925
max40.928-40.929=-0.001
mean7386.000-7402.000=-16.000
σ0.000
min7386.000-7402.000=-16.000
max7386.000-7402.000=-16.000
mean203.158-126.593=76.565
σ508.483-294.461=214.022
min21.649-21.682=-0.033
max1461.574-855.344=606.230
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
mean7386.000-7402.000=-16.000
σ0.000
min7386.000-7402.000=-16.000
max7386.000-7402.000=-16.000
mean65.735-60.223=5.512
σ24.458-12.363=12.095
min55.178-55.075=0.103
max125.867-90.743=35.124

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
mean4182.625-4197.125=-14.500
σ1944.916-1952.799=-7.883
min1485.000-1481.000=4.000
max7386.000-7402.000=-16.000
mean3289.353-3185.315=104.038
σ793.720-731.152=62.569
min2478.984-2496.583=-17.600
max4600.423-4386.284=214.139
op=vertical_lookup_list() on indexed
mean1973.829-1973.829=0.000
σ0.002-0.002=0.000
min1973.827
max1973.832-1973.831=0.000
mean7386.000-7402.000=-16.000
σ0.000
min7386.000-7402.000=-16.000
max7386.000-7402.000=-16.000
mean1038.076-1033.760=4.316
σ216.159-204.240=11.919
min917.976-929.627=-11.650
max1443.828-1505.542=-61.713
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.083
σ0.002
min905.080
max905.086
mean7386.000-7402.000=-16.000
σ0.000
min7386.000-7402.000=-16.000
max7386.000-7402.000=-16.000
mean408.966-393.318=15.647
σ36.274-4.140=32.134
min389.106-384.757=4.349
max498.278-397.657=100.621

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean476.250-476.750=-0.500
σ1.035-0.463=0.572
min475.000-476.000=-1.000
max477.000
mean362.920-346.250=16.670
σ43.117-36.718=6.400
min303.259-299.762=3.496
max422.050-402.430=19.620
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean561.375-562.250=-0.875
σ1.768-5.092=-3.324
min557.000-554.000=3.000
max562.000-565.000=-3.000
mean740.855-771.310=-30.456
σ71.166-40.538=30.627
min617.341-708.210=-90.869
max822.508-831.554=-9.046

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean964.563-964.563=0.001
σ1.879-1.880=-0.001
min963.843-963.842=0.001
max972.510-972.516=-0.006
mean1040.750-1040.450=0.300
σ306.329-293.291=13.038
min590.000-551.000=39.000
max1490.000-1431.000=59.000
mean1.258-1.276=-0.018
σ0.077-0.128=-0.051
min1.160-1.182=-0.022
max1.493-1.715=-0.222

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
mean0.429-0.291=0.138
σ0.438-0.287=0.151
min0.138-0.135=0.003
max1.201-0.799=0.401
name=error_case.art
mean2.346
σ0.012
min2.340
max2.368
mean402.000
σ0.000
min402.000
max402.000
mean0.833-0.472=0.361
σ0.528-0.321=0.207
min0.578-0.317=0.260
max1.776-1.046=0.730
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000
σ0.000
min402.000
max402.000
mean0.373-0.216=0.157
σ0.040-0.030=0.010
min0.343-0.189=0.154
max0.442-0.265=0.178
name=nested_use.art
mean2.364
σ0.002
min2.363
max2.367
mean402.000
σ0.000
min402.000
max402.000
mean0.551-0.332=0.219
σ0.108-0.016=0.092
min0.363-0.319=0.044
max0.639-0.360=0.279

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.979
σ0.009
min964.974
max964.996
mean431.000-431.400=-0.400
σ0.000-0.894=-0.894
min431.000
max431.000-433.000=-2.000
mean0.580-0.560=0.020
σ0.099-0.044=0.055
min0.494-0.483=0.010
max0.744-0.590=0.154
name=cdr_enhanced_4k_loc.art
mean886.001
σ0.002
min886.000
max886.004
mean431.000-440.000=-9.000
σ0.000
min431.000-440.000=-9.000
max431.000-440.000=-9.000
mean0.442-0.450=-0.009
σ0.043-0.054=-0.011
min0.378-0.380=-0.002
max0.488-0.518=-0.030

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.719
σ0.002
min7.718
max7.722
mean431.000-440.000=-9.000
σ0.000
min431.000-440.000=-9.000
max431.000-440.000=-9.000
mean2.607-2.734=-0.127
σ0.119-0.097=0.022
min2.450-2.516=-0.067
max3.324-3.057=0.268
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean431.000-440.000=-9.000
σ0.000
min431.000-440.000=-9.000
max431.000-440.000=-9.000
mean2.561-2.609=-0.048
σ0.062-0.097=-0.035
min2.420-2.470=-0.050
max2.754-3.085=-0.331
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean431.000-440.000=-9.000
σ0.000
min431.000-440.000=-9.000
max431.000-440.000=-9.000
mean0.307-0.303=0.004
σ0.031-0.010=0.022
min0.291-0.287=0.004
max0.603-0.367=0.236
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean431.000-440.000=-9.000
σ0.000
min431.000-440.000=-9.000
max431.000-440.000=-9.000
mean0.295-0.299=-0.005
σ0.011-0.059=-0.048
min0.280-0.277=0.003
max0.364-0.850=-0.486

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean12.021-11.500=0.521
σ12.042-11.972=0.069
min0.714-0.716=-0.001
max91.885-115.631=-23.746
mean468.121-466.448=1.673
σ20.029-18.570=1.460
min408.000
max480.000-481.000=-1.000
mean0.027-0.026=0.001
σ0.029-0.029=0.000
min0.001-0.001=0.001
max0.221-0.288=-0.067

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean279.224-278.891=0.332
σ1.028-1.073=-0.046
min278.741-278.387=0.355
max282.140-281.933=0.207
mean442.100
σ16.162-17.698=-1.536
min413.000-414.000=-1.000
max468.000-464.000=4.000
mean0.567-0.569=-0.002
σ0.030-0.020=0.010
min0.507-0.527=-0.020
max0.610-0.595=0.015

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
mean848.000-874.000=-26.000
σ0.000
min848.000-874.000=-26.000
max848.000-874.000=-26.000
mean210.487-228.265=-17.777
σ25.044-23.491=1.553
min186.390-191.583=-5.193
max241.853-251.168=-9.315
phase=macro expansion
mean5.896-5.900=-0.004
σ0.000
min5.896-5.900=-0.004
max5.896-5.900=-0.004
mean848.000-874.000=-26.000
σ0.000
min848.000-874.000=-26.000
max848.000-874.000=-26.000
mean8.179-7.034=1.145
σ1.056-1.544=-0.487
min6.889-5.881=1.008
max9.001-8.965=0.036
phase=parser
mean1042.131-1042.134=-0.003
σ0.000-0.000=0.000
min1042.130-1042.133=-0.003
max1042.131-1042.134=-0.003
mean848.000-874.000=-26.000
σ0.000
min848.000-874.000=-26.000
max848.000-874.000=-26.000
mean542.665-482.920=59.746
σ75.821-114.363=-38.542
min441.112-374.219=66.892
max615.167-591.692=23.476
phase=processProdDef
mean2243.718-2243.717=0.001
σ0.000
min2243.718-2243.717=0.001
max2243.718-2243.717=0.001
mean848.000-874.000=-26.000
σ0.000
min848.000-874.000=-26.000
max848.000-874.000=-26.000
mean2956.776-2577.596=379.180
σ231.098-431.301=-200.203
min2598.635-1928.933=669.702
max3218.553-3067.536=151.017
phase=renaming
mean21.440-21.436=0.004
σ0.000
min21.440-21.436=0.004
max21.440-21.436=0.004
mean848.000-874.000=-26.000
σ0.000
min848.000-874.000=-26.000
max848.000-874.000=-26.000
mean44.240-36.771=7.469
σ3.967-7.750=-3.783
min39.267-20.415=18.853
max49.179-42.361=6.818
phase=type checker
mean958.596
σ0.047
min958.573
max958.698
mean848.000-874.000=-26.000
σ0.000
min848.000-874.000=-26.000
max848.000-874.000=-26.000
mean660.602-646.859=13.743
σ16.922-20.828=-3.906
min630.254-607.931=22.323
max680.182-669.955=10.227

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
min282.800-282.801=-0.001
max282.890-282.893=-0.003
mean441.400
σ3.286
min439.000
max445.000
mean0.383-0.377=0.006
σ0.009-0.001=0.008
min0.377-0.376=0.001
max0.398-0.379=0.019
iters=5
new-facts=1
prior-facts=6402
mean1268.045-1268.063=-0.017
σ0.090-0.112=-0.022
min1267.971-1267.964=0.006
max1268.190-1268.250=-0.060
mean1112.600-1091.800=20.800
σ170.160-167.831=2.329
min897.000-892.000=5.000
max1325.000-1320.000=5.000
mean1.902-1.991=-0.089
σ0.106-0.104=0.002
min1.818-1.873=-0.056
max2.087-2.087=-0.001
iters=5
new-facts=6402
prior-facts=1
mean1507.051-1507.027=0.024
σ2.979-2.953=0.026
min1505.519-1505.479=0.040
max1512.370-1512.296=0.074
mean632.200-625.400=6.800
σ87.862-87.248=0.613
min498.000-495.000=3.000
max727.000
mean2.266-2.195=0.071
σ0.238-0.144=0.094
min2.070-2.107=-0.037
max2.569-2.450=0.119
iters=5
new-facts=6402
prior-facts=6402
mean1830.095-1830.069=0.026
σ0.091-0.049=0.042
min1829.992-1829.995=-0.003
max1830.223-1830.113=0.110
mean1745.200-1720.400=24.800
σ212.429-188.851=23.578
min1459.000-1453.000=6.000
max1945.000-1891.000=54.000
mean3.167-3.046=0.120
σ0.434-0.389=0.044
min2.661-2.829=-0.169
max3.627-3.740=-0.113

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.778-1.712=0.065
σ0.114-0.074=0.040
min1.574-1.624=-0.049
max1.844-1.804=0.040

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean406.198-406.199=-0.001
σ509.796-509.795=0.001
min151.294-151.298=-0.004
max1170.892-1170.892=0.000
mean101.750
σ7.500
min98.000
max113.000
mean442.000-439.000=3.000
σ0.000
min442.000-439.000=3.000
max442.000-439.000=3.000
mean0.490-0.491=-0.001
σ0.469-0.478=-0.009
min0.250-0.248=0.002
max1.193-1.208=-0.015
policies=20
mean1513.149-1513.148=0.001
σ0.277-0.268=0.009
min1512.967-1512.975=-0.008
max1513.559-1513.545=0.014
mean980.000
σ0.000
min980.000
max980.000
mean445.000-444.250=0.750
σ3.464-3.500=-0.036
min442.000-439.000=3.000
max448.000-446.000=2.000
mean2.509-2.499=0.010
σ0.016-0.007=0.009
min2.497-2.493=0.003
max2.532-2.509=0.023
policies=200
mean15140.028-15140.013=0.015
σ0.122-0.085=0.037
min15139.875-15139.932=-0.058
max15140.172-15140.127=0.045
mean9800.000
σ0.000
min9800.000
max9800.000
mean496.500-498.250=-1.750
σ5.568-4.031=1.537
min491.000-494.000=-3.000
max504.000-503.000=1.000
mean25.288-25.295=-0.007
σ0.126-0.072=0.054
min25.145-25.226=-0.081
max25.450-25.397=0.054