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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
mean446.133-446.102=0.031
σ0.000
min446.133-446.102=0.031
max446.133-446.102=0.031

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
mean54.697-54.697=0.000
σ0.362-0.363=-0.001
min54.561-54.563=-0.002
max55.728-55.730=-0.003
mean420.000-414.000=6.000
σ0.000
min420.000-414.000=6.000
max420.000-414.000=6.000
mean0.139-0.140=-0.001
σ0.006-0.004=0.001
min0.133-0.135=-0.003
max0.148-0.148=-0.000
cache=y
dps=1
iters=10
policies=100
mean43.778-43.777=0.000
σ0.008-0.009=-0.001
min43.765-43.762=0.003
max43.790-43.789=0.001
mean420.000-414.000=6.000
σ0.000
min420.000-414.000=6.000
max420.000-414.000=6.000
mean0.122-0.122=-0.000
σ0.004-0.004=-0.000
min0.118-0.117=0.000
max0.130-0.129=0.001

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
max36.605-36.606=-0.000
mean4516.250-4592.875=-76.625
σ2230.217-2249.760=-19.544
min1472.000-1482.000=-10.000
max7338.000-7388.000=-50.000
mean12.240-155.831=-143.592
σ0.673-404.091=-403.418
min11.695-11.783=-0.088
max13.827-1155.892=-1142.064
op=column_set() on indexed, repeat
mean36.605-36.605=-0.000
σ0.000-0.000=0.000
min36.605-36.605=-0.000
max36.605-36.605=0.000
mean4516.250-4592.875=-76.625
σ2230.217-2249.760=-19.544
min1472.000-1482.000=-10.000
max7338.000-7388.000=-50.000
mean12.722-14.594=-1.873
σ0.551-4.394=-3.843
min11.628-11.459=0.169
max13.618-24.863=-11.246
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=-0.001
mean7338.000-7388.000=-50.000
σ0.000
min7338.000-7388.000=-50.000
max7338.000-7388.000=-50.000
mean11.162-11.148=0.014
σ0.171-0.247=-0.076
min10.972-10.854=0.118
max11.466-11.425=0.041
op=table_records(), repeat
mean41.925-41.925=0.000
σ0.000-0.000=0.000
min41.924-41.924=0.000
max41.925-41.926=-0.000
mean4516.250-4184.250=332.000
σ2230.217-1945.911=284.306
min1472.000-1482.000=-10.000
max7338.000-7388.000=-50.000
mean11.431-11.636=-0.205
σ0.854-1.696=-0.842
min10.882-10.659=0.223
max13.506-15.786=-2.280
op=vertical_lookup_list() on indexed, after table_records()
mean27.634-27.634=-0.001
σ0.137-0.136=0.000
min27.585
max27.972
mean4516.250-4184.250=332.000
σ2230.217-1945.911=284.306
min1472.000-1482.000=-10.000
max7338.000-7388.000=-50.000
mean8.984-9.006=-0.022
σ0.831-1.251=-0.420
min7.967-7.969=-0.002
max10.657-12.020=-1.363
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.385-26.385=0.000
σ0.000-0.000=-0.000
min26.385-26.385=0.000
max26.385
mean4516.250-4184.250=332.000
σ2230.217-1945.911=284.306
min1472.000-1482.000=-10.000
max7338.000-7388.000=-50.000
mean6.887-6.797=0.090
σ0.607-0.485=0.123
min6.281-6.305=-0.024
max8.204-7.811=0.393
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
mean4516.250-4592.875=-76.625
σ2230.217-2249.760=-19.544
min1472.000-1482.000=-10.000
max7338.000-7388.000=-50.000
mean6.007-6.451=-0.444
σ0.159-0.974=-0.815
min5.809-5.726=0.083
max6.239-8.664=-2.425
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.962
σ0.001-0.001=0.000
min25.962-25.962=-0.000
max25.964
mean4516.250-4592.875=-76.625
σ2230.217-2249.760=-19.544
min1472.000-1482.000=-10.000
max7338.000-7388.000=-50.000
mean5.828-6.365=-0.537
σ0.140-1.016=-0.875
min5.626-5.745=-0.119
max6.110-8.605=-2.495

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
min1021.598-1021.597=0.000
max1021.602
mean7338.000-7388.000=-50.000
σ0.000
min7338.000-7388.000=-50.000
max7338.000-7388.000=-50.000
mean345.309-363.737=-18.428
σ1.998-43.084=-41.086
min341.343-345.881=-4.537
max347.693-470.274=-122.581
op=load_product(), with indexes
mean3495.846-3495.846=-0.000
σ0.455-0.455=-0.000
min3495.685
max3496.971-3496.972=-0.001
mean3689.500-3759.375=-69.875
σ2260.462-2300.888=-40.426
min724.000-720.000=4.000
max7338.000-7388.000=-50.000
mean1562.709-1760.490=-197.781
σ463.821-604.633=-140.812
min1386.364-1403.870=-17.505
max2710.441-2813.085=-102.644

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.841-107.842=-0.000
σ0.000-0.000=-0.000
min107.841-107.841=-0.000
max107.842-107.842=-0.000
mean4516.250-4413.750=102.500
σ2230.217-2219.328=10.889
min1472.000-1482.000=-10.000
max7338.000-7388.000=-50.000
mean137.718-253.188=-115.471
σ8.649-340.633=-331.984
min131.346-123.581=7.765
max153.771-1095.756=-941.985
op=column_set() on unindexed, dense, repeat
mean62.069
σ0.001
min62.065
max62.069
mean4516.250-4413.750=102.500
σ2230.217-2219.328=10.889
min1472.000-1482.000=-10.000
max7338.000-7388.000=-50.000
mean43.243-44.954=-1.712
σ1.823-8.567=-6.744
min40.678-39.992=0.686
max46.038-65.938=-19.900
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.927
σ0.002
min40.926
max40.930
mean7338.000-7388.000=-50.000
σ0.000
min7338.000-7388.000=-50.000
max7338.000-7388.000=-50.000
mean21.701-21.902=-0.201
σ0.227-0.824=-0.597
min21.384-21.380=0.005
max22.165-23.904=-1.739
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
mean7338.000-7388.000=-50.000
σ0.000
min7338.000-7388.000=-50.000
max7338.000-7388.000=-50.000
mean84.603-270.398=-185.795
σ80.501-606.239=-525.738
min55.437-54.626=0.811
max283.828-1770.760=-1486.932

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.843-4646.842=0.001
σ0.013-0.013=0.000
min4646.837
max4646.876-4646.875=0.001
mean4516.250-4184.250=332.000
σ2230.217-1945.911=284.306
min1472.000-1482.000=-10.000
max7338.000-7388.000=-50.000
mean3396.308-3250.892=145.416
σ837.853-711.848=126.005
min2508.284-2499.507=8.776
max4837.000-4320.801=516.199
op=vertical_lookup_list() on indexed
mean1973.830
σ0.002
min1973.829
max1973.833
mean7338.000-7388.000=-50.000
σ0.000
min7338.000-7388.000=-50.000
max7338.000-7388.000=-50.000
mean1006.779-1046.036=-39.256
σ159.675-201.641=-41.966
min913.986-922.776=-8.790
max1322.240-1491.899=-169.659
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.084
σ0.002
min905.082
max905.087
mean7338.000-7388.000=-50.000
σ0.000
min7338.000-7388.000=-50.000
max7338.000-7388.000=-50.000
mean400.580-391.940=8.640
σ5.538-4.730=0.808
min388.764-382.485=6.279
max405.019-399.875=5.144

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean478.000-476.500=1.500
σ0.000-2.070=-2.070
min478.000-475.000=3.000
max478.000-479.000=-1.000
mean346.792-380.633=-33.840
σ27.151-17.843=9.308
min313.663-356.560=-42.897
max389.785-403.235=-13.450
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean559.750-568.000=-8.250
σ1.035-0.000=1.035
min559.000-568.000=-9.000
max561.000-568.000=-7.000
mean691.585-766.520=-74.935
σ85.886-38.897=46.989
min570.730-704.688=-133.957
max821.412-815.982=5.431

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean964.558-964.555=0.003
σ1.879-1.881=-0.002
min963.840-963.837=0.003
max972.505-972.512=-0.007
mean1038.500-1038.950=-0.450
σ308.282-306.624=1.658
min540.000-589.000=-49.000
max1536.000-1489.000=47.000
mean1.251-1.261=-0.010
σ0.076-0.071=0.005
min1.185-1.176=0.009
max1.483-1.454=0.029

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
mean0.321-0.398=-0.077
σ0.300-0.512=-0.212
min0.143-0.136=0.006
max0.836-1.310=-0.474
name=error_case.art
mean2.346
σ0.012
min2.340
max2.368
mean402.000
σ0.000
min402.000
max402.000
mean0.468-0.479=-0.011
σ0.318-0.321=-0.003
min0.313-0.323=-0.010
max1.036-1.052=-0.016
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000
σ0.000
min402.000
max402.000
mean0.220-0.217=0.003
σ0.021-0.024=-0.003
min0.202-0.199=0.003
max0.257-0.259=-0.002
name=nested_use.art
mean2.364
σ0.002
min2.363
max2.367
mean402.000
σ0.000
min402.000
max402.000
mean0.327-0.333=-0.006
σ0.021-0.018=0.003
min0.307-0.316=-0.008
max0.357-0.361=-0.004

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.978
σ0.009
min964.973
max964.995
mean431.000-431.600=-0.600
σ0.000-1.342=-1.342
min431.000
max431.000-434.000=-3.000
mean0.566-0.536=0.030
σ0.051-0.080=-0.029
min0.478-0.435=0.043
max0.609-0.608=0.001
name=cdr_enhanced_4k_loc.art
mean886.000
σ0.002
min885.999
max886.003
mean431.000-441.000=-10.000
σ0.000
min431.000-441.000=-10.000
max431.000-441.000=-10.000
mean0.439-0.477=-0.037
σ0.036-0.043=-0.007
min0.384-0.433=-0.049
max0.474-0.522=-0.047

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.719
σ0.002
min7.718
max7.722
mean431.000-441.000=-10.000
σ0.000
min431.000-441.000=-10.000
max431.000-441.000=-10.000
mean1.960-2.638=-0.678
σ0.076-0.099=-0.023
min1.820-2.449=-0.629
max2.225-2.925=-0.700
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean431.000-441.000=-10.000
σ0.000
min431.000-441.000=-10.000
max431.000-441.000=-10.000
mean2.157-2.597=-0.440
σ0.292-0.091=0.201
min1.864-2.470=-0.606
max2.783-3.055=-0.272
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean431.000-441.000=-10.000
σ0.000
min431.000-441.000=-10.000
max431.000-441.000=-10.000
mean0.305-0.302=0.003
σ0.019-0.009=0.010
min0.287-0.290=-0.003
max0.476-0.360=0.116
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean431.000-441.000=-10.000
σ0.000
min431.000-441.000=-10.000
max431.000-441.000=-10.000
mean0.292-0.291=0.000
σ0.008-0.007=0.001
min0.277-0.278=-0.001
max0.333-0.323=0.010

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.954-11.271=0.683
σ12.006-12.097=-0.090
min0.574-0.574=0.000
max118.767-122.018=-3.250
mean466.984-461.290=5.694
σ19.365-20.678=-1.313
min406.000
max483.000-482.000=1.000
mean0.027-0.026=0.001
σ0.029-0.030=-0.000
min0.001-0.001=-0.000
max0.283-0.295=-0.012

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean279.087-279.001=0.086
σ1.044-1.095=-0.050
min278.662-278.598=0.063
max282.057-282.114=-0.058
mean442.200-446.300=-4.100
σ13.975-18.738=-4.764
min426.000-414.000=12.000
max463.000-478.000=-15.000
mean0.568-0.578=-0.009
σ0.031-0.022=0.010
min0.506-0.529=-0.023
max0.615-0.614=0.002

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
mean729.000
σ0.000
min729.000
max729.000
mean146.211-154.159=-7.948
σ11.370-9.965=1.405
min134.696-137.053=-2.357
max162.711-163.633=-0.922
phase=macro expansion
mean5.894
σ0.000
min5.894
max5.894
mean729.000
σ0.000
min729.000
max729.000
mean8.044-7.471=0.573
σ1.200-1.034=0.166
min5.920-6.822=-0.902
max8.910-9.373=-0.463
phase=parser
mean1042.130-1042.130=-0.000
σ0.000-0.000=0.000
min1042.130-1042.130=-0.000
max1042.131
mean729.000
σ0.000
min729.000
max729.000
mean541.640-485.060=56.580
σ93.425-79.644=13.781
min400.783-402.782=-1.999
max615.185-613.289=1.896
phase=processProdDef
mean2241.195
σ0.000
min2241.195
max2241.195
mean729.000
σ0.000
min729.000
max729.000
mean2837.216-2874.314=-37.098
σ362.071-423.511=-61.441
min2315.947-2109.812=206.135
max3293.720-3262.675=31.045
phase=renaming
mean21.433
σ0.000
min21.433
max21.433
mean729.000
σ0.000
min729.000
max729.000
mean43.412-39.846=3.567
σ5.141-3.663=1.479
min35.431-36.816=-1.385
max49.192-45.826=3.366
phase=type checker
mean958.462
σ0.047
min958.439
max958.564
mean729.000
σ0.000
min729.000
max729.000
mean664.718-657.405=7.313
σ16.995-12.532=4.463
min638.243-642.444=-4.201
max682.468-680.245=2.222

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.856-282.855=0.001
σ0.035-0.036=-0.001
min282.805-282.802=0.003
max282.890-282.889=0.001
mean443.400-444.800=-1.400
σ0.548-1.095=-0.548
min443.000-444.000=-1.000
max444.000-446.000=-2.000
mean0.379-0.377=0.002
σ0.003-0.006=-0.003
min0.374-0.374=0.001
max0.381-0.388=-0.007
iters=5
new-facts=1
prior-facts=6402
mean1268.048-1268.046=0.002
σ0.088-0.114=-0.026
min1267.961-1267.941=0.020
max1268.179-1268.233=-0.054
mean1061.800-1090.600=-28.800
σ168.783-167.255=1.528
min829.000-893.000=-64.000
max1272.000-1321.000=-49.000
mean1.889-1.989=-0.100
σ0.127-0.120=0.007
min1.782-1.833=-0.051
max2.096-2.133=-0.036
iters=5
new-facts=6402
prior-facts=1
mean1507.051-1507.018=0.033
σ2.941-2.969=-0.027
min1505.543-1505.462=0.080
max1512.300-1512.316=-0.016
mean616.600-626.000=-9.400
σ79.730-87.164=-7.434
min494.000-496.000=-2.000
max708.000-728.000=-20.000
mean2.301-2.230=0.071
σ0.181-0.203=-0.022
min2.102-2.112=-0.010
max2.537-2.590=-0.053
iters=5
new-facts=6402
prior-facts=6402
mean1830.062-1830.057=0.004
σ0.036-0.045=-0.009
min1830.011-1829.984=0.026
max1830.104-1830.099=0.005
mean1709.800-1723.800=-14.000
σ249.951-173.532=76.420
min1436.000-1475.000=-39.000
max2066.000-1885.000=181.000
mean2.859-2.993=-0.134
σ0.086-0.262=-0.176
min2.774-2.815=-0.040
max2.960-3.457=-0.497

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.710-1.651=0.059
σ0.149-0.159=-0.009
min1.591-1.523=0.069
max1.888-1.838=0.050

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean405.943-405.941=0.003
σ509.285-509.289=-0.003
min151.299-151.290=0.009
max1169.871-1169.873=-0.002
mean101.750
σ7.500
min98.000
max113.000
mean444.000-440.000=4.000
σ0.000
min444.000-440.000=4.000
max444.000-440.000=4.000
mean0.503-0.514=-0.012
σ0.492-0.511=-0.020
min0.253-0.254=-0.001
max1.240-1.281=-0.041
policies=20
mean1513.133-1513.119=0.014
σ0.262-0.255=0.007
min1512.962-1512.947=0.015
max1513.522-1513.496=0.026
mean980.000
σ0.000
min980.000
max980.000
mean452.000-450.250=1.750
σ10.832-11.644=-0.812
min444.000-440.000=4.000
max468.000-467.000=1.000
mean2.491-2.472=0.019
σ0.019-0.018=0.001
min2.466-2.453=0.013
max2.513-2.489=0.024
policies=200
mean15140.018-15139.980=0.038
σ0.150-0.206=-0.056
min15139.816-15139.793=0.023
max15140.153-15140.268=-0.115
mean9800.000
σ0.000
min9800.000
max9800.000
mean500.000-497.250=2.750
σ5.164-4.113=1.051
min494.000-492.000=2.000
max506.000-502.000=4.000
mean25.127-25.071=0.056
σ0.310-0.200=0.110
min24.936-24.915=0.021
max25.588-25.357=0.231