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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
mean4.863-5.395=-0.531
σ0.000
min4.863-5.395=-0.531
max4.863-5.395=-0.531

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean446.133-446.633=-0.500
σ0.000
min446.133-446.633=-0.500
max446.133-446.633=-0.500

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
mean54.697-54.716=-0.019
σ0.362-0.363=-0.001
min54.561-54.581=-0.020
max55.728-55.748=-0.021
mean420.000-417.000=3.000
σ0.000
min420.000-417.000=3.000
max420.000-417.000=3.000
mean0.139-0.141=-0.002
σ0.006-0.005=0.000
min0.133-0.135=-0.002
max0.148-0.150=-0.002
cache=y
dps=1
iters=10
policies=100
mean43.778-43.777=0.001
σ0.008-0.009=-0.001
min43.765-43.763=0.002
max43.790-43.788=0.001
mean420.000-417.000=3.000
σ0.000
min420.000-417.000=3.000
max420.000-417.000=3.000
mean0.122-0.121=0.001
σ0.004-0.005=-0.000
min0.118-0.116=0.001
max0.130-0.131=-0.001

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.605-36.604=0.000
σ0.000-0.000=-0.000
min36.605-36.604=0.001
max36.605-36.605=0.000
mean4516.250-4591.875=-75.625
σ2230.217-2248.670=-18.453
min1472.000-1485.000=-13.000
max7338.000-7386.000=-48.000
mean12.240-165.110=-152.870
σ0.673-432.571=-431.898
min11.695-11.937=-0.243
max13.827-1235.668=-1221.841
op=column_set() on indexed, repeat
mean36.605-36.604=0.001
σ0.000-0.000=0.000
min36.605-36.604=0.001
max36.605-36.605=0.001
mean4516.250-4591.875=-75.625
σ2230.217-2248.670=-18.453
min1472.000-1485.000=-13.000
max7338.000-7386.000=-48.000
mean12.722-13.504=-0.782
σ0.551-2.930=-2.379
min11.628-11.750=-0.122
max13.618-20.651=-7.033
op=table_records(), no indexes
mean41.940-41.940=0.000
σ0.002-0.002=-0.000
min41.938-41.938=0.000
max41.942-41.942=0.000
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean11.162-12.185=-1.023
σ0.171-2.118=-1.947
min10.972-11.011=-0.039
max11.466-16.877=-5.411
op=table_records(), repeat
mean41.925-41.925=-0.000
σ0.000-0.002=-0.001
min41.924-41.924=0.000
max41.925-41.929=-0.004
mean4516.250-4182.625=333.625
σ2230.217-1944.916=285.301
min1472.000-1485.000=-13.000
max7338.000-7386.000=-48.000
mean11.431-11.879=-0.447
σ0.854-1.819=-0.965
min10.882-10.932=-0.050
max13.506-16.350=-2.844
op=vertical_lookup_list() on indexed, after table_records()
mean27.634-27.633=0.001
σ0.137-0.137=0.000
min27.585-27.584=0.001
max27.972-27.971=0.001
mean4516.250-4182.625=333.625
σ2230.217-1944.916=285.301
min1472.000-1485.000=-13.000
max7338.000-7386.000=-48.000
mean8.984-8.934=0.050
σ0.831-1.312=-0.481
min7.967-7.913=0.054
max10.657-12.118=-1.461
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.385-26.384=0.001
σ0.000
min26.385-26.384=0.001
max26.385-26.384=0.001
mean4516.250-4182.625=333.625
σ2230.217-1944.916=285.301
min1472.000-1485.000=-13.000
max7338.000-7386.000=-48.000
mean6.887-6.826=0.061
σ0.607-1.027=-0.420
min6.281-6.127=0.155
max8.204-9.338=-1.134
op=vertical_lookup_row_list() on 2 indexed
mean25.663-25.662=0.001
σ0.004-0.004=0.000
min25.662-25.661=0.001
max25.674-25.673=0.001
mean4516.250-4591.875=-75.625
σ2230.217-2248.670=-18.453
min1472.000-1485.000=-13.000
max7338.000-7386.000=-48.000
mean6.007-6.236=-0.230
σ0.159-0.509=-0.350
min5.809-5.880=-0.072
max6.239-7.450=-1.211
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.962-25.961=0.002
σ0.001-0.001=-0.000
min25.962-25.961=0.002
max25.964-25.962=0.002
mean4516.250-4591.875=-75.625
σ2230.217-2248.670=-18.453
min1472.000-1485.000=-13.000
max7338.000-7386.000=-48.000
mean5.828-6.025=-0.197
σ0.140-0.606=-0.466
min5.626-5.627=-0.001
max6.110-7.504=-1.395

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.599-1021.608=-0.009
σ0.002-0.002=-0.000
min1021.598-1021.606=-0.009
max1021.602-1021.611=-0.009
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean345.309-348.092=-2.783
σ1.998-0.970=1.029
min341.343-345.800=-4.457
max347.693-348.846=-1.154
op=load_product(), with indexes
mean3495.846-3495.855=-0.009
σ0.455-0.454=0.001
min3495.685-3495.694=-0.009
max3496.971-3496.978=-0.007
mean3689.500-3758.750=-69.250
σ2260.462-2299.670=-39.208
min724.000-721.000=3.000
max7338.000-7386.000=-48.000
mean1562.709-1777.415=-214.706
σ463.821-689.901=-226.080
min1386.364-1401.806=-15.442
max2710.441-3001.659=-291.217

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=0.001
max107.842-107.841=0.000
mean4516.250-4411.875=104.375
σ2230.217-2218.264=11.953
min1472.000-1485.000=-13.000
max7338.000-7386.000=-48.000
mean137.718-232.156=-94.439
σ8.649-273.006=-264.357
min131.346-123.070=8.276
max153.771-906.487=-752.716
op=column_set() on unindexed, dense, repeat
mean62.069-62.068=0.001
σ0.001-0.001=-0.000
min62.065-62.065=0.001
max62.069-62.069=0.001
mean4516.250-4411.875=104.375
σ2230.217-2218.264=11.953
min1472.000-1485.000=-13.000
max7338.000-7386.000=-48.000
mean43.243-43.246=-0.003
σ1.823-2.718=-0.895
min40.678-40.758=-0.080
max46.038-49.217=-3.179
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.927-40.926=0.001
σ0.002-0.002=0.000
min40.926-40.925=0.001
max40.930-40.928=0.001
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean21.701-203.158=-181.457
σ0.227-508.483=-508.256
min21.384-21.649=-0.265
max22.165-1461.574=-1439.409
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.294-71.294=0.001
σ0.002-0.002=0.000
min71.293-71.292=0.001
max71.297-71.296=0.001
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean84.603-65.735=18.868
σ80.501-24.458=56.043
min55.437-55.178=0.259
max283.828-125.867=157.961

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.843-4646.842=0.001
σ0.013-0.013=0.000
min4646.837-4646.837=0.000
max4646.876-4646.875=0.001
mean4516.250-4182.625=333.625
σ2230.217-1944.916=285.301
min1472.000-1485.000=-13.000
max7338.000-7386.000=-48.000
mean3396.308-3289.353=106.955
σ837.853-793.720=44.133
min2508.284-2478.984=29.300
max4837.000-4600.423=236.577
op=vertical_lookup_list() on indexed
mean1973.830-1973.829=0.001
σ0.002
min1973.829-1973.827=0.001
max1973.833-1973.832=0.001
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean1006.779-1038.076=-31.297
σ159.675-216.159=-56.484
min913.986-917.976=-3.991
max1322.240-1443.828=-121.588
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.084-905.083=0.001
σ0.002
min905.082-905.080=0.001
max905.087-905.086=0.001
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean400.580-408.966=-8.386
σ5.538-36.274=-30.737
min388.764-389.106=-0.342
max405.019-498.278=-93.259

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean478.000-476.250=1.750
σ0.000-1.035=-1.035
min478.000-475.000=3.000
max478.000-477.000=1.000
mean346.792-362.920=-16.128
σ27.151-43.117=-15.966
min313.663-303.259=10.404
max389.785-422.050=-32.264
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean559.750-561.375=-1.625
σ1.035-1.768=-0.733
min559.000-557.000=2.000
max561.000-562.000=-1.000
mean691.585-740.855=-49.270
σ85.886-71.166=14.720
min570.730-617.341=-46.611
max821.412-822.508=-1.095

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean964.558-964.563=-0.005
σ1.879-1.879=-0.000
min963.840-963.843=-0.003
max972.505-972.510=-0.005
mean1038.500-1040.750=-2.250
σ308.282-306.329=1.952
min540.000-590.000=-50.000
max1536.000-1490.000=46.000
mean1.251-1.258=-0.006
σ0.076-0.077=-0.001
min1.185-1.160=0.025
max1.483-1.493=-0.010

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
mean0.321-0.429=-0.108
σ0.300-0.438=-0.138
min0.143-0.138=0.005
max0.836-1.201=-0.364
name=error_case.art
mean2.346-2.346=-0.000
σ0.012
min2.340-2.340=-0.000
max2.368-2.368=-0.000
mean402.000
σ0.000
min402.000
max402.000
mean0.468-0.833=-0.365
σ0.318-0.528=-0.210
min0.313-0.578=-0.265
max1.036-1.776=-0.740
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000
σ0.000
min402.000
max402.000
mean0.220-0.373=-0.153
σ0.021-0.040=-0.020
min0.202-0.343=-0.141
max0.257-0.442=-0.186
name=nested_use.art
mean2.364-2.364=-0.000
σ0.002
min2.363-2.363=-0.000
max2.367-2.367=-0.000
mean402.000
σ0.000
min402.000
max402.000
mean0.327-0.551=-0.223
σ0.021-0.108=-0.087
min0.307-0.363=-0.056
max0.357-0.639=-0.282

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.978-964.979=-0.001
σ0.009
min964.973-964.974=-0.001
max964.995-964.996=-0.001
mean431.000
σ0.000
min431.000
max431.000
mean0.566-0.580=-0.014
σ0.051-0.099=-0.048
min0.478-0.494=-0.015
max0.609-0.744=-0.136
name=cdr_enhanced_4k_loc.art
mean886.000-886.001=-0.001
σ0.002
min885.999-886.000=-0.001
max886.003-886.004=-0.001
mean431.000
σ0.000
min431.000
max431.000
mean0.439-0.442=-0.002
σ0.036-0.043=-0.007
min0.384-0.378=0.006
max0.474-0.488=-0.014

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
mean1.960-2.607=-0.647
σ0.076-0.119=-0.043
min1.820-2.450=-0.630
max2.225-3.324=-1.099
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean431.000
σ0.000
min431.000
max431.000
mean2.157-2.561=-0.403
σ0.292-0.062=0.230
min1.864-2.420=-0.555
max2.783-2.754=0.029
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean431.000
σ0.000
min431.000
max431.000
mean0.305-0.307=-0.002
σ0.019-0.031=-0.012
min0.287-0.291=-0.003
max0.476-0.603=-0.126
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean431.000
σ0.000
min431.000
max431.000
mean0.292-0.295=-0.003
σ0.008-0.011=-0.002
min0.277-0.280=-0.003
max0.333-0.364=-0.031

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.954-12.021=-0.067
σ12.006-12.042=-0.035
min0.574-0.714=-0.141
max118.767-91.885=26.882
mean466.984-468.121=-1.137
σ19.365-20.029=-0.664
min406.000-408.000=-2.000
max483.000-480.000=3.000
mean0.027-0.027=-0.000
σ0.029-0.029=-0.000
min0.001-0.001=-0.000
max0.283-0.221=0.061

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean279.087-279.224=-0.136
σ1.044-1.028=0.017
min278.662-278.741=-0.080
max282.057-282.140=-0.083
mean442.200-442.100=0.100
σ13.975-16.162=-2.187
min426.000-413.000=13.000
max463.000-468.000=-5.000
mean0.568-0.567=0.001
σ0.031-0.030=0.001
min0.506-0.507=-0.001
max0.615-0.610=0.005

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean106.546-169.257=-62.711
σ0.000-0.000=-0.000
min106.546-169.257=-62.711
max106.546-169.257=-62.711
mean729.000-848.000=-119.000
σ0.000
min729.000-848.000=-119.000
max729.000-848.000=-119.000
mean146.211-210.487=-64.276
σ11.370-25.044=-13.674
min134.696-186.390=-51.694
max162.711-241.853=-79.142
phase=macro expansion
mean5.894-5.896=-0.002
σ0.000
min5.894-5.896=-0.002
max5.894-5.896=-0.002
mean729.000-848.000=-119.000
σ0.000
min729.000-848.000=-119.000
max729.000-848.000=-119.000
mean8.044-8.179=-0.135
σ1.200-1.056=0.144
min5.920-6.889=-0.969
max8.910-9.001=-0.091
phase=parser
mean1042.130-1042.131=-0.001
σ0.000-0.000=-0.000
min1042.130-1042.130=-0.001
max1042.131-1042.131=-0.001
mean729.000-848.000=-119.000
σ0.000
min729.000-848.000=-119.000
max729.000-848.000=-119.000
mean541.640-542.665=-1.026
σ93.425-75.821=17.604
min400.783-441.112=-40.329
max615.185-615.167=0.018
phase=processProdDef
mean2241.195-2243.718=-2.523
σ0.000
min2241.195-2243.718=-2.523
max2241.195-2243.718=-2.523
mean729.000-848.000=-119.000
σ0.000
min729.000-848.000=-119.000
max729.000-848.000=-119.000
mean2837.216-2956.776=-119.560
σ362.071-231.098=130.973
min2315.947-2598.635=-282.687
max3293.720-3218.553=75.167
phase=renaming
mean21.433-21.440=-0.007
σ0.000
min21.433-21.440=-0.007
max21.433-21.440=-0.007
mean729.000-848.000=-119.000
σ0.000
min729.000-848.000=-119.000
max729.000-848.000=-119.000
mean43.412-44.240=-0.828
σ5.141-3.967=1.174
min35.431-39.267=-3.836
max49.192-49.179=0.013
phase=type checker
mean958.462-958.596=-0.134
σ0.047
min958.439-958.573=-0.134
max958.564-958.698=-0.134
mean729.000-848.000=-119.000
σ0.000
min729.000-848.000=-119.000
max729.000-848.000=-119.000
mean664.718-660.602=4.116
σ16.995-16.922=0.073
min638.243-630.254=7.989
max682.468-680.182=2.286

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.856-282.855=0.001
σ0.035-0.037=-0.002
min282.805-282.800=0.005
max282.890-282.890=0.000
mean443.400-441.400=2.000
σ0.548-3.286=-2.739
min443.000-439.000=4.000
max444.000-445.000=-1.000
mean0.379-0.383=-0.004
σ0.003-0.009=-0.006
min0.374-0.377=-0.003
max0.381-0.398=-0.017
iters=5
new-facts=1
prior-facts=6402
mean1268.048-1268.045=0.003
σ0.088-0.090=-0.002
min1267.961-1267.971=-0.010
max1268.179-1268.190=-0.011
mean1061.800-1112.600=-50.800
σ168.783-170.160=-1.377
min829.000-897.000=-68.000
max1272.000-1325.000=-53.000
mean1.889-1.902=-0.013
σ0.127-0.106=0.022
min1.782-1.818=-0.036
max2.096-2.087=0.010
iters=5
new-facts=6402
prior-facts=1
mean1507.051-1507.051=0.000
σ2.941-2.979=-0.037
min1505.543-1505.519=0.024
max1512.300-1512.370=-0.070
mean616.600-632.200=-15.600
σ79.730-87.862=-8.132
min494.000-498.000=-4.000
max708.000-727.000=-19.000
mean2.301-2.266=0.036
σ0.181-0.238=-0.057
min2.102-2.070=0.032
max2.537-2.569=-0.032
iters=5
new-facts=6402
prior-facts=6402
mean1830.062-1830.095=-0.034
σ0.036-0.091=-0.055
min1830.011-1829.992=0.019
max1830.104-1830.223=-0.119
mean1709.800-1745.200=-35.400
σ249.951-212.429=37.522
min1436.000-1459.000=-23.000
max2066.000-1945.000=121.000
mean2.859-3.167=-0.307
σ0.086-0.434=-0.347
min2.774-2.661=0.114
max2.960-3.627=-0.667

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.710-1.778=-0.068
σ0.149-0.114=0.035
min1.591-1.574=0.017
max1.888-1.844=0.044

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean405.943-406.198=-0.255
σ509.285-509.796=-0.511
min151.299-151.294=0.005
max1169.871-1170.892=-1.020
mean101.750
σ7.500
min98.000
max113.000
mean444.000-442.000=2.000
σ0.000
min444.000-442.000=2.000
max444.000-442.000=2.000
mean0.503-0.490=0.013
σ0.492-0.469=0.023
min0.253-0.250=0.003
max1.240-1.193=0.047
policies=20
mean1513.133-1513.149=-0.016
σ0.262-0.277=-0.014
min1512.962-1512.967=-0.005
max1513.522-1513.559=-0.037
mean980.000
σ0.000
min980.000
max980.000
mean452.000-445.000=7.000
σ10.832-3.464=7.368
min444.000-442.000=2.000
max468.000-448.000=20.000
mean2.491-2.509=-0.018
σ0.019-0.016=0.003
min2.466-2.497=-0.031
max2.513-2.532=-0.019
policies=200
mean15140.018-15140.028=-0.010
σ0.150-0.122=0.029
min15139.816-15139.875=-0.059
max15140.153-15140.172=-0.019
mean9800.000
σ0.000
min9800.000
max9800.000
mean500.000-496.500=3.500
σ5.164-5.568=-0.404
min494.000-491.000=3.000
max506.000-504.000=2.000
mean25.127-25.288=-0.161
σ0.310-0.126=0.184
min24.936-25.145=-0.209
max25.588-25.450=0.138