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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
mean5.301
σ0.000
min5.301
max5.301

AST compact size (parser)

Factorcompact size MiB
phase=parser
mean5.176
σ0.000
min5.176
max5.176

AST compact size (processProdDef Decls)

Factorcompact size MiB
phase=processProdDef Decls
mean5.676
σ0.000
min5.676
max5.676

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean446.883
σ0.000
min446.883
max446.883

AST compact size (renaming)

Factorcompact size MiB
phase=renaming
mean5.488
σ0.000
min5.488
max5.488

AST compact size (type checker)

Factorcompact size MiB
phase=type checker
mean6.645-6.676=-0.031
σ0.000
min6.645-6.676=-0.031
max6.645-6.676=-0.031

Aggregation: measureAggregations

Factorallocated MiBpeak allocated MiBtime_s
cache=n
dps=1
iters=10
policies=100
mean54.837-54.833=0.003
σ0.366-0.365=0.001
min54.708-54.703=0.005
max55.878-55.873=0.005
mean413.000-418.000=-5.000
σ0.000
min413.000-418.000=-5.000
max413.000-418.000=-5.000
mean0.141-0.140=0.001
σ0.005-0.004=0.001
min0.137-0.133=0.005
max0.151-0.147=0.003
cache=y
dps=1
iters=10
policies=100
mean43.843-43.842=0.000
σ0.005-0.005=-0.000
min43.835-43.833=0.002
max43.849-43.849=-0.001
mean413.000-418.000=-5.000
σ0.000
min413.000-418.000=-5.000
max413.000-418.000=-5.000
mean0.122-0.119=0.003
σ0.005-0.004=0.001
min0.117-0.115=0.003
max0.130-0.126=0.005

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.617-36.617=0.000
σ0.000-0.000=0.000
min36.617
max36.618-36.618=0.000
mean4591.625-4220.875=370.750
σ2250.958-1975.377=275.581
min1486.000
max7389.000-7462.000=-73.000
mean157.568-11.682=145.886
σ409.687-0.422=409.264
min11.816-11.322=0.494
max1171.480-12.660=1158.820
op=column_set() on indexed, repeat
mean36.617-36.617=-0.000
σ0.000-0.000=0.000
min36.617
max36.618-36.618=0.000
mean4591.625-4220.875=370.750
σ2250.958-1975.377=275.581
min1486.000
max7389.000-7462.000=-73.000
mean14.518-12.259=2.259
σ4.699-0.496=4.203
min11.321-11.227=0.094
max25.071-12.977=12.095
op=table_records(), no indexes
mean41.948-41.948=-0.000
σ0.002-0.002=0.000
min41.946-41.946=-0.000
max41.951-41.951=-0.000
mean7389.000-7462.000=-73.000
σ0.000
min7389.000-7462.000=-73.000
max7389.000-7462.000=-73.000
mean11.276-10.832=0.444
σ1.094-1.102=-0.008
min10.704-10.286=0.418
max13.965-13.545=0.420
op=table_records(), repeat
mean41.934-41.933=0.000
σ0.002-0.000=0.001
min41.933
max41.937-41.934=0.004
mean4181.625-4220.875=-39.250
σ1946.811-1975.377=-28.566
min1486.000
max7389.000-7462.000=-73.000
mean11.563-10.948=0.616
σ1.847-1.628=0.219
min10.686-10.143=0.543
max16.123-14.954=1.169
op=vertical_lookup_list() on indexed, after table_records()
mean27.655-27.655=-0.000
σ0.137-0.137=-0.000
min27.606
max27.993-27.993=-0.000
mean4181.625-4220.875=-39.250
σ1946.811-1975.377=-28.566
min1486.000
max7389.000-7462.000=-73.000
mean9.016-8.500=0.516
σ1.194-1.217=-0.023
min7.965-7.464=0.501
max11.895-11.433=0.463
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.406-26.406=0.000
σ0.000-0.000=-0.000
min26.406-26.406=0.000
max26.406
mean4181.625-4220.875=-39.250
σ1946.811-1975.377=-28.566
min1486.000
max7389.000-7462.000=-73.000
mean7.139-6.587=0.552
σ0.945-0.995=-0.050
min6.448-5.656=0.793
max9.421-8.938=0.483
op=vertical_lookup_row_list() on 2 indexed
mean25.681-25.681=0.000
σ0.003-0.003=-0.000
min25.680
max25.688-25.688=-0.000
mean4591.625-4220.875=370.750
σ2250.958-1975.377=275.581
min1486.000
max7389.000-7462.000=-73.000
mean6.624-5.529=1.095
σ1.151-0.167=0.984
min5.999-5.322=0.677
max9.261-5.780=3.481
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.984-25.984=-0.000
σ0.000-0.001=-0.000
min25.984
max25.985
mean4591.625-4450.625=141.000
σ2250.958-2249.719=1.239
min1486.000
max7389.000-7462.000=-73.000
mean6.444-120.193=-113.748
σ1.071-324.656=-323.586
min5.815-5.285=0.530
max8.830-923.676=-914.846

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.627
σ0.002
min1021.625
max1021.629
mean7389.000-7462.000=-73.000
σ0.000
min7389.000-7462.000=-73.000
max7389.000-7462.000=-73.000
mean345.852-346.394=-0.542
σ2.309-1.124=1.185
min341.846-344.745=-2.899
max348.158-348.677=-0.519
op=load_product(), with indexes
mean3495.878-3495.878=-0.000
σ0.469-0.469=0.000
min3495.713
max3497.038
mean3758.000-3792.500=-34.500
σ2301.317-2332.914=-31.597
min720.000
max7389.000-7462.000=-73.000
mean1788.991-1947.147=-158.156
σ683.270-809.348=-126.078
min1387.666-1400.509=-12.842
max2981.714-3510.176=-528.461

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.854-107.854=0.000
σ0.000-0.000=0.000
min107.853-107.854=-0.000
max107.854-107.854=0.000
mean4411.000-4220.875=190.125
σ2220.471-1975.377=245.094
min1486.000
max7389.000-7462.000=-73.000
mean283.251-135.075=148.175
σ402.074-17.226=384.847
min122.669-124.212=-1.543
max1277.318-177.169=1100.148
op=column_set() on unindexed, dense, repeat
mean62.081
σ0.000
min62.081
max62.082
mean4411.000-4220.875=190.125
σ2220.471-1975.377=245.094
min1486.000
max7389.000-7462.000=-73.000
mean44.188-41.298=2.890
σ8.308-1.219=7.089
min40.093-39.762=0.332
max64.520-42.895=21.626
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.948-40.948=0.000
σ0.002-0.002=-0.000
min40.947
max40.950
mean7389.000-7462.000=-73.000
σ0.000
min7389.000-7462.000=-73.000
max7389.000-7462.000=-73.000
mean192.478-22.170=170.307
σ481.497-2.553=478.943
min21.281-21.010=0.270
max1384.114-28.447=1355.667
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.308-71.308=-0.000
σ0.002-0.002=0.000
min71.307-71.307=-0.000
max71.311-71.311=0.000
mean7389.000-7462.000=-73.000
σ0.000
min7389.000-7462.000=-73.000
max7389.000-7462.000=-73.000
mean62.197-139.329=-77.132
σ14.561-234.718=-220.157
min55.738-54.585=1.153
max97.595-720.195=-622.600

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.850-4646.851=-0.000
σ0.013-0.014=-0.000
min4646.845
max4646.883-4646.884=-0.001
mean4181.625-4220.875=-39.250
σ1946.811-1975.377=-28.566
min1486.000
max7389.000-7462.000=-73.000
mean3322.121-3261.164=60.957
σ829.799-708.739=121.060
min2525.016-2527.513=-2.498
max4683.045-4484.343=198.702
op=vertical_lookup_list() on indexed
mean1973.851
σ0.002-0.002=0.000
min1973.849
max1973.854-1973.853=0.000
mean7389.000-7462.000=-73.000
σ0.000
min7389.000-7462.000=-73.000
max7389.000-7462.000=-73.000
mean1045.604-1252.245=-206.641
σ296.601-847.258=-550.657
min905.378-929.468=-24.090
max1759.768-3345.979=-1586.212
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.105
σ0.002
min905.102
max905.108
mean7389.000-7462.000=-73.000
σ0.000
min7389.000-7462.000=-73.000
max7389.000-7462.000=-73.000
mean397.225-404.297=-7.072
σ7.766-41.077=-33.311
min379.782-384.364=-4.582
max405.095-505.654=-100.559

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean476.000-476.375=-0.375
σ0.535-0.518=0.017
min475.000-476.000=-1.000
max477.000
mean357.334-390.865=-33.531
σ31.859-28.984=2.874
min302.663-364.287=-61.625
max395.272-445.524=-50.253
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean563.000-565.000=-2.000
σ0.000
min563.000-565.000=-2.000
max563.000-565.000=-2.000
mean752.605-771.388=-18.783
σ35.742-31.986=3.755
min707.918-724.919=-17.001
max823.576-813.166=10.410

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean963.971-963.970=0.000
σ1.821-1.820=0.001
min963.265-963.264=0.001
max971.671-971.668=0.003
mean1042.250-1041.600=0.650
σ291.451-291.587=-0.136
min577.000-576.000=1.000
max1433.000-1431.000=2.000
mean1.267-1.267=-0.000
σ0.137-0.115=0.022
min1.178-1.132=0.046
max1.755-1.574=0.181

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.913
σ0.020
min0.903
max0.949
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.434-0.429=0.004
σ0.408-0.473=-0.066
min0.229-0.146=0.084
max1.162-1.262=-0.100
name=error_case.art
mean2.340
σ0.012
min2.334
max2.362
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.728-0.471=0.257
σ0.303-0.315=-0.012
min0.568-0.322=0.246
max1.268-1.034=0.235
name=heavy_item.art
mean1.523
σ0.002
min1.521
max1.525
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.384-0.228=0.156
σ0.030-0.023=0.007
min0.361-0.208=0.153
max0.434-0.254=0.181
name=nested_use.art
mean2.358
σ0.002
min2.357
max2.361
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.455-0.338=0.117
σ0.295-0.021=0.274
min0.313-0.319=-0.006
max0.983-0.370=0.613

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.971
σ0.011
min964.965
max964.989
mean430.000-437.000=-7.000
σ0.000-6.595=-6.595
min430.000-431.000=-1.000
max430.000-444.000=-14.000
mean0.573-0.558=0.015
σ0.038-0.036=0.001
min0.526-0.523=0.002
max0.617-0.609=0.007
name=cdr_enhanced_4k_loc.art
mean885.898
σ0.002
min885.897
max885.901
mean430.000-444.000=-14.000
σ0.000
min430.000-444.000=-14.000
max430.000-444.000=-14.000
mean0.506-0.446=0.060
σ0.019-0.024=-0.006
min0.481-0.422=0.059
max0.526-0.487=0.040

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.710
σ0.002
min7.709
max7.713
mean430.000-444.000=-14.000
σ0.000
min430.000-444.000=-14.000
max430.000-444.000=-14.000
mean2.102-1.999=0.103
σ0.294-0.350=-0.056
min1.860-1.735=0.125
max2.911-3.001=-0.090
name=record_render_large_syntax_err.art
mean7.658
σ0.002
min7.657
max7.661
mean430.000-444.000=-14.000
σ0.000
min430.000-444.000=-14.000
max430.000-444.000=-14.000
mean2.493-1.891=0.602
σ0.301-0.086=0.215
min1.862-1.705=0.156
max3.211-2.145=1.066
name=record_render_success.art
mean2.290
σ0.002
min2.289
max2.293
mean430.000-444.000=-14.000
σ0.000
min430.000-444.000=-14.000
max430.000-444.000=-14.000
mean0.305-0.302=0.003
σ0.011-0.007=0.004
min0.285-0.287=-0.002
max0.372-0.343=0.029
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean430.000-444.000=-14.000
σ0.000
min430.000-444.000=-14.000
max430.000-444.000=-14.000
mean0.289-0.291=-0.002
σ0.008-0.007=0.001
min0.278-0.278=-0.001
max0.334-0.308=0.026

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.505-11.559=-0.054
σ10.780-11.773=-0.993
min0.574-0.574=0.000
max85.542-104.576=-19.034
mean467.625-459.249=8.376
σ19.249-20.633=-1.384
min407.000-409.000=-2.000
max483.000
mean0.027-0.027=-0.000
σ0.027-0.029=-0.002
min0.001-0.001=0.000
max0.204-0.251=-0.046

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean278.802-278.607=0.195
σ1.022-1.058=-0.036
min278.336-278.215=0.121
max281.702-281.617=0.085
mean443.300-445.500=-2.200
σ15.239-17.615=-2.375
min417.000-425.000=-8.000
max467.000-477.000=-10.000
mean0.570-0.575=-0.005
σ0.023-0.021=0.002
min0.515-0.540=-0.025
max0.592-0.620=-0.028

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean173.738-173.738=-0.000
σ0.000-0.000=-0.000
min173.738
max173.738-173.738=-0.000
mean843.000-844.000=-1.000
σ0.000
min843.000-844.000=-1.000
max843.000-844.000=-1.000
mean233.806-229.581=4.225
σ19.468-23.838=-4.370
min199.796-200.236=-0.440
max253.610-270.887=-17.277
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean842.625-843.375=-0.750
σ1.061-1.768=-0.707
min840.000-839.000=1.000
max843.000-844.000=-1.000
mean8.816-8.747=0.070
σ1.047-1.088=-0.041
min7.452-7.374=0.077
max9.602-9.636=-0.034
phase=parser
mean1042.434-1042.435=-0.000
σ0.000-0.001=-0.001
min1042.434-1042.434=0.000
max1042.434-1042.438=-0.004
mean842.625-843.375=-0.750
σ1.061-1.768=-0.707
min840.000-839.000=1.000
max843.000-844.000=-1.000
mean554.788-542.364=12.423
σ79.495-77.890=1.605
min388.213-429.150=-40.937
max605.392-608.698=-3.306
phase=processProdDef
mean2243.975-2243.974=0.002
σ0.000-0.000=-0.000
min2243.975-2243.974=0.002
max2243.975-2243.974=0.001
mean843.000-844.000=-1.000
σ0.000
min843.000-844.000=-1.000
max843.000-844.000=-1.000
mean2884.319-2983.453=-99.135
σ309.306-394.634=-85.328
min2509.047-2494.941=14.106
max3431.690-3436.110=-4.420
phase=renaming
mean21.675-21.671=0.004
σ0.000
min21.675-21.671=0.004
max21.675-21.671=0.004
mean842.625-843.375=-0.750
σ1.061-1.768=-0.707
min840.000-839.000=1.000
max843.000-844.000=-1.000
mean35.493-35.296=0.197
σ6.961-7.044=-0.083
min26.356-26.553=-0.197
max41.282-41.136=0.146
phase=type checker
mean989.752-989.752=-0.000
σ0.066-0.065=0.001
min989.654-989.658=-0.004
max989.841
mean842.625-843.375=-0.750
σ1.061-1.768=-0.707
min840.000-839.000=1.000
max843.000-844.000=-1.000
mean690.673-727.639=-36.966
σ33.919-55.764=-21.844
min642.496-678.517=-36.021
max755.264-850.195=-94.931

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.395-282.396=-0.001
σ0.024-0.035=-0.010
min282.374-282.343=0.031
max282.427-282.427=0.000
mean444.400-444.000=0.400
σ0.548-0.000=0.548
min444.000
max445.000-444.000=1.000
mean0.382-0.380=0.002
σ0.007-0.006=0.001
min0.375-0.376=-0.001
max0.389-0.390=-0.001
iters=5
new-facts=1
prior-facts=6402
mean1267.087-1267.086=0.000
σ0.107-0.107=0.000
min1267.001-1267.004=-0.003
max1267.269-1267.268=0.001
mean1112.800-1113.800=-1.000
σ171.673-169.221=2.452
min898.000
max1337.000-1324.000=13.000
mean1.901-1.925=-0.023
σ0.096-0.098=-0.002
min1.833-1.838=-0.006
max2.072-2.082=-0.011
iters=5
new-facts=6402
prior-facts=1
mean1506.124-1506.133=-0.009
σ2.963-2.955=0.008
min1504.614-1504.623=-0.009
max1511.413-1511.409=0.004
mean629.000
σ90.119-90.019=0.100
min505.000
max729.000-728.000=1.000
mean2.343-2.366=-0.023
σ0.317-0.314=0.003
min1.999-2.037=-0.037
max2.808-2.805=0.003
iters=5
new-facts=6402
prior-facts=6402
mean1829.117-1829.107=0.010
σ0.079-0.060=0.019
min1829.023-1829.029=-0.007
max1829.233-1829.181=0.051
mean1760.400-1752.600=7.800
σ213.691-213.862=-0.171
min1487.000-1464.000=23.000
max1965.000-1954.000=11.000
mean3.205-3.163=0.042
σ0.353-0.269=0.084
min2.823-2.838=-0.015
max3.620-3.521=0.100

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.701-1.712=-0.010
σ0.089-0.146=-0.058
min1.569-1.515=0.053
max1.785-1.863=-0.078

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean397.698-397.696=0.003
σ518.051-518.052=-0.001
min138.670-138.664=0.006
max1174.775-1174.774=0.001
mean97.750
σ7.500
min94.000
max109.000
mean447.000-444.000=3.000
σ0.000
min447.000-444.000=3.000
max447.000-444.000=3.000
mean0.485-0.499=-0.013
σ0.503-0.523=-0.020
min0.232-0.232=-0.000
max1.240-1.283=-0.043
policies=20
mean1386.838-1386.818=0.019
σ0.159-0.148=0.011
min1386.728-1386.705=0.023
max1387.074-1387.037=0.037
mean940.000
σ0.000
min940.000
max940.000
mean447.000-444.750=2.250
σ0.000-0.500=-0.500
min447.000-444.000=3.000
max447.000-445.000=2.000
mean2.319-2.299=0.020
σ0.017-0.016=0.001
min2.298-2.284=0.014
max2.341-2.317=0.024
policies=200
mean13876.897-13876.776=0.121
σ0.083-0.112=-0.029
min13876.847-13876.665=0.182
max13877.021-13876.909=0.112
mean9400.000
σ0.000
min9400.000
max9400.000
mean493.000-499.750=-6.750
σ3.367-3.500=-0.133
min489.000-496.000=-7.000
max497.000-504.000=-7.000
mean23.429-23.544=-0.115
σ0.068-0.163=-0.094
min23.380-23.374=0.006
max23.528-23.764=-0.236