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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
mean54.774-54.775=-0.001
σ0.367-0.361=0.006
min54.627-54.632=-0.005
max55.816-55.802=0.015
mean415.000-417.000=-2.000
σ0.000
min415.000-417.000=-2.000
max415.000-417.000=-2.000
mean0.140-0.142=-0.002
σ0.008-0.004=0.004
min0.130-0.138=-0.008
max0.159-0.149=0.011
cache=y
dps=1
iters=10
policies=100
mean43.772-43.775=-0.003
σ0.006-0.007=-0.001
min43.762-43.765=-0.003
max43.782-43.788=-0.006
mean415.000-417.000=-2.000
σ0.000
min415.000-417.000=-2.000
max415.000-417.000=-2.000
mean0.125-0.128=-0.003
σ0.005-0.013=-0.008
min0.121-0.116=0.005
max0.133-0.150=-0.017

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
mean4584.125-4588.000=-3.875
σ2250.663-2249.019=1.644
min1485.000-1481.000=4.000
max7394.000-7382.000=12.000
mean13.290-168.036=-154.746
σ2.928-440.483=-437.555
min11.933-12.054=-0.121
max20.468-1258.175=-1237.707
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
mean4584.125-4588.000=-3.875
σ2250.663-2249.019=1.644
min1485.000-1481.000=4.000
max7394.000-7382.000=12.000
mean13.583-14.123=-0.540
σ2.602-4.452=-1.850
min11.687-11.413=0.275
max19.939-25.070=-5.131
op=table_records(), no indexes
mean41.948-41.948=-0.000
σ0.002-0.002=-0.000
min41.946-41.946=-0.000
max41.950-41.951=-0.001
mean7394.000-7382.000=12.000
σ0.000
min7394.000-7382.000=12.000
max7394.000-7382.000=12.000
mean11.022-11.827=-0.805
σ0.101-1.687=-1.585
min10.936-10.821=0.115
max11.230-15.904=-4.673
op=table_records(), repeat
mean41.934-41.934=-0.000
σ0.001-0.001=-0.000
min41.933
max41.937-41.937=-0.000
mean4171.625-4178.500=-6.875
σ1943.560-1945.359=-1.800
min1485.000-1481.000=4.000
max7394.000-7382.000=12.000
mean11.606-11.886=-0.279
σ1.764-1.856=-0.093
min10.719-10.929=-0.210
max15.951-16.431=-0.479
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
mean4171.625-4178.500=-6.875
σ1943.560-1945.359=-1.800
min1485.000-1481.000=4.000
max7394.000-7382.000=12.000
mean9.177-9.052=0.125
σ1.400-1.399=0.002
min8.107-7.638=0.469
max12.584-12.369=0.215
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
mean4171.625-4178.500=-6.875
σ1943.560-1945.359=-1.800
min1485.000-1481.000=4.000
max7394.000-7382.000=12.000
mean7.213-6.627=0.586
σ1.051-1.181=-0.131
min6.607-5.874=0.733
max9.790-9.527=0.263
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
mean4584.125-4588.000=-3.875
σ2250.663-2249.019=1.644
min1485.000-1481.000=4.000
max7394.000-7382.000=12.000
mean6.274-6.413=-0.139
σ0.439-1.143=-0.703
min5.992-5.671=0.321
max7.348-9.193=-1.845
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.984-25.984=-0.000
σ0.000-0.000=0.000
min25.984
max25.985
mean4584.125-4588.000=-3.875
σ2250.663-2249.019=1.644
min1485.000-1481.000=4.000
max7394.000-7382.000=12.000
mean6.073-6.255=-0.181
σ0.480-1.096=-0.616
min5.686-5.686=0.000
max7.238-8.957=-1.719

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.627
σ0.002
min1021.625
max1021.629
mean7394.000-7382.000=12.000
σ0.000
min7394.000-7382.000=12.000
max7394.000-7382.000=12.000
mean363.525-350.294=13.231
σ44.268-1.360=42.908
min345.945-349.038=-3.093
max473.020-352.780=120.241
op=load_product(), with indexes
mean3495.878-3495.878=0.000
σ0.469-0.468=0.001
min3495.713
max3497.038-3497.036=0.002
mean3749.875-3755.125=-5.250
σ2296.789-2299.686=-2.897
min720.000-719.000=1.000
max7394.000-7382.000=12.000
mean1753.915-1776.617=-22.702
σ640.257-672.898=-32.641
min1401.936-1405.250=-3.314
max2822.455-2933.680=-111.225

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
min107.853-107.853=0.000
max107.854-107.855=-0.000
mean4404.875-4407.500=-2.625
σ2221.668-2218.521=3.148
min1485.000-1481.000=4.000
max7394.000-7382.000=12.000
mean202.962-246.453=-43.491
σ173.943-315.873=-141.930
min130.541-125.380=5.161
max631.558-1027.088=-395.530
op=column_set() on unindexed, dense, repeat
mean62.082-62.081=0.000
σ0.000-0.000=0.000
min62.081
max62.082-62.082=0.001
mean4584.125-4407.500=176.625
σ2250.663-2218.521=32.143
min1485.000-1481.000=4.000
max7394.000-7382.000=12.000
mean152.188-44.513=107.675
σ306.162-4.226=301.936
min41.108-40.994=0.114
max909.889-54.190=855.699
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
mean7394.000-7382.000=12.000
σ0.000
min7394.000-7382.000=12.000
max7394.000-7382.000=12.000
mean21.990-203.668=-181.678
σ0.763-510.117=-509.354
min21.511-21.671=-0.160
max23.820-1466.126=-1442.306
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
mean7394.000-7382.000=12.000
σ0.000
min7394.000-7382.000=12.000
max7394.000-7382.000=12.000
mean253.746-65.799=187.947
σ556.729-24.420=532.309
min56.072-55.516=0.557
max1631.578-125.830=1505.748

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.850
σ0.014-0.013=0.000
min4646.845
max4646.884-4646.883=0.001
mean4171.625-4178.500=-6.875
σ1943.560-1945.359=-1.800
min1485.000-1481.000=4.000
max7394.000-7382.000=12.000
mean3246.128-3318.222=-72.094
σ694.344-836.218=-141.874
min2535.616-2523.753=11.863
max4287.688-4553.963=-266.275
op=vertical_lookup_list() on indexed
mean1973.851-1973.851=-0.000
σ0.002-0.002=-0.000
min1973.849
max1973.853-1973.854=-0.000
mean7394.000-7382.000=12.000
σ0.000
min7394.000-7382.000=12.000
max7394.000-7382.000=12.000
mean1008.605-1056.141=-47.536
σ117.230-282.939=-165.709
min926.724-926.983=-0.259
max1235.671-1738.759=-503.089
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.105
σ0.002
min905.102
max905.108
mean7394.000-7382.000=12.000
σ0.000
min7394.000-7382.000=12.000
max7394.000-7382.000=12.000
mean389.462-413.050=-23.588
σ4.039-48.876=-44.837
min380.404-381.858=-1.454
max393.097-533.075=-139.978

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean476.500-477.125=-0.625
σ0.535-1.642=-1.108
min476.000-474.000=2.000
max477.000-478.000=-1.000
mean381.042-398.990=-17.948
σ35.082-26.140=8.941
min329.708-375.253=-45.545
max440.483-445.059=-4.576
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean559.000-562.000=-3.000
σ0.000
min559.000-562.000=-3.000
max559.000-562.000=-3.000
mean733.428-728.924=4.505
σ49.180-41.761=7.419
min631.938-678.808=-46.870
max790.280-807.095=-16.815

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean963.972
σ1.820-1.820=-0.000
min963.262-963.264=-0.001
max971.667-971.668=-0.001
mean1043.000-1049.600=-6.600
σ315.412-313.443=1.968
min591.000-592.000=-1.000
max1503.000-1508.000=-5.000
mean1.297-1.256=0.041
σ0.130-0.068=0.062
min1.182-1.180=0.002
max1.626-1.471=0.156

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
mean0.433-0.320=0.113
σ0.583-0.326=0.257
min0.138-0.145=-0.007
max1.473-0.897=0.576
name=error_case.art
mean2.340
σ0.012
min2.334
max2.362
mean402.000
σ0.000
min402.000
max402.000
mean0.481-0.487=-0.006
σ0.318-0.316=0.002
min0.329-0.329=0.000
max1.050-1.051=-0.002
name=heavy_item.art
mean1.523
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.220-0.229=-0.009
σ0.027-0.028=-0.001
min0.206-0.208=-0.002
max0.268-0.277=-0.009
name=nested_use.art
mean2.358
σ0.002
min2.357
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.330-0.335=-0.005
σ0.016-0.018=-0.002
min0.316-0.323=-0.007
max0.357-0.366=-0.009

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.971
σ0.011
min964.965
max964.989
mean435.600-433.600=2.000
σ5.079-3.130=1.949
min431.000
max441.000-437.000=4.000
mean0.574-0.574=0.000
σ0.036-0.045=-0.009
min0.521-0.523=-0.002
max0.605-0.610=-0.004
name=cdr_enhanced_4k_loc.art
mean885.898
σ0.002
min885.897
max885.901
mean441.000-437.000=4.000
σ0.000
min441.000-437.000=4.000
max441.000-437.000=4.000
mean0.480-0.455=0.025
σ0.040-0.043=-0.002
min0.416-0.391=0.025
max0.526-0.511=0.014

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.710
σ0.002
min7.709
max7.713
mean441.000-437.000=4.000
σ0.000
min441.000-437.000=4.000
max441.000-437.000=4.000
mean2.017-2.599=-0.582
σ0.304-0.114=0.190
min1.751-2.404=-0.653
max3.218-3.282=-0.064
name=record_render_large_syntax_err.art
mean7.658
σ0.002
min7.657
max7.661
mean441.000-437.000=4.000
σ0.000
min441.000-437.000=4.000
max441.000-437.000=4.000
mean1.972-2.582=-0.610
σ0.081-0.068=0.013
min1.844-2.460=-0.616
max2.299-2.811=-0.512
name=record_render_success.art
mean2.290
σ0.002
min2.289
max2.293
mean441.000-437.000=4.000
σ0.000
min441.000-437.000=4.000
max441.000-437.000=4.000
mean0.314-0.313=0.001
σ0.030-0.015=0.016
min0.297-0.295=0.002
max0.599-0.390=0.210
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean441.000-437.000=4.000
σ0.000
min441.000-437.000=4.000
max441.000-437.000=4.000
mean0.296-0.297=-0.001
σ0.008-0.008=-0.001
min0.283-0.280=0.003
max0.328-0.335=-0.007

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean12.159-11.534=0.625
σ10.592-11.345=-0.753
min0.574-0.574=-0.000
max71.306-76.030=-4.723
mean458.393-462.601=-4.208
σ16.949-19.646=-2.697
min410.000-406.000=4.000
max474.000-477.000=-3.000
mean0.028-0.026=0.001
σ0.026-0.028=-0.002
min0.001-0.001=-0.000
max0.174-0.195=-0.021

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean278.696-278.996=-0.300
σ1.071-1.030=0.041
min278.284-278.561=-0.277
max281.742-281.922=-0.180
mean444.800-444.600=0.200
σ18.510-17.602=0.908
min417.000-418.000=-1.000
max471.000-472.000=-1.000
mean0.576-0.579=-0.003
σ0.014-0.020=-0.006
min0.549-0.548=0.001
max0.599-0.623=-0.023

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
mean859.000
σ0.000
min859.000
max859.000
mean213.222-224.637=-11.415
σ26.658-23.766=2.891
min189.375-193.310=-3.935
max251.185-252.954=-1.769
phase=macro expansion
mean6.130
σ0.001
min6.130
max6.133
mean859.000
σ0.000
min859.000
max859.000
mean9.595-9.150=0.445
σ0.114-1.738=-1.625
min9.446-7.339=2.106
max9.805-12.625=-2.821
phase=parser
mean1042.435-1042.435=-0.000
σ0.001-0.001=0.000
min1042.432-1042.432=-0.000
max1042.436
mean859.000
σ0.000
min859.000
max859.000
mean594.856-536.257=58.598
σ18.072-100.863=-82.791
min551.563-434.330=117.233
max608.014-729.255=-121.242
phase=processProdDef
mean2243.976
σ0.001
min2243.976
max2243.979
mean859.000
σ0.000
min859.000
max859.000
mean2886.033-2871.607=14.426
σ417.499-591.448=-173.949
min2305.528-1896.370=409.159
max3424.776-3446.569=-21.793
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean859.000
σ0.000
min859.000
max859.000
mean40.392-36.093=4.299
σ0.651-8.217=-7.566
min39.075-26.450=12.625
max41.137-47.147=-6.010
phase=type checker
mean989.755
σ0.066
min989.654
max989.845
mean859.000
σ0.000
min859.000
max859.000
mean680.802-723.852=-43.050
σ8.778-77.515=-68.737
min670.933-640.028=30.904
max700.179-893.679=-193.500

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.386-282.394=-0.008
σ0.037-0.034=0.003
min282.337-282.341=-0.005
max282.428-282.426=0.003
mean442.400-442.000=0.400
σ0.548-0.000=0.548
min442.000
max443.000-442.000=1.000
mean0.378-0.387=-0.008
σ0.005-0.008=-0.003
min0.375-0.378=-0.003
max0.386-0.396=-0.010
iters=5
new-facts=1
prior-facts=6402
mean1267.116-1267.110=0.007
σ0.097-0.094=0.003
min1267.003-1266.997=0.006
max1267.265-1267.253=0.012
mean1112.200-1111.200=1.000
σ170.002-170.314=-0.311
min897.000-896.000=1.000
max1328.000
mean2.000-2.049=-0.049
σ0.108-0.109=-0.002
min1.859-1.901=-0.042
max2.117-2.130=-0.013
iters=5
new-facts=6402
prior-facts=1
mean1506.122-1506.106=0.016
σ2.955-2.925=0.030
min1504.599-1504.626=-0.027
max1511.396-1511.328=0.068
mean628.200-627.200=1.000
σ90.682-90.062=0.620
min503.000
max728.000-726.000=2.000
mean2.356-2.265=0.091
σ0.299-0.224=0.075
min2.059-1.981=0.077
max2.795-2.515=0.280
iters=5
new-facts=6402
prior-facts=6402
mean1829.115-1829.112=0.003
σ0.093-0.072=0.021
min1829.027-1829.019=0.008
max1829.258-1829.209=0.050
mean1768.200-1757.400=10.800
σ212.125-215.242=-3.117
min1490.000-1479.000=11.000
max1970.000-1963.000=7.000
mean3.222-3.134=0.088
σ0.397-0.276=0.121
min2.678-2.881=-0.203
max3.729-3.537=0.192

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.766-1.741=0.024
σ0.088-0.102=-0.014
min1.629-1.585=0.045
max1.850-1.852=-0.003

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean397.697-397.699=-0.002
σ518.054-518.050=0.003
min138.666-138.670=-0.004
max1174.777-1174.774=0.003
mean97.750
σ7.500
min94.000
max109.000
mean447.000-441.000=6.000
σ0.000
min447.000-441.000=6.000
max447.000-441.000=6.000
mean0.492-0.506=-0.014
σ0.502-0.529=-0.027
min0.236-0.239=-0.003
max1.245-1.298=-0.053
policies=20
mean1386.836-1386.839=-0.004
σ0.159-0.165=-0.006
min1386.723-1386.728=-0.004
max1387.072-1387.085=-0.013
mean940.000
σ0.000
min940.000
max940.000
mean447.000-442.500=4.500
σ0.000-1.000=-1.000
min447.000-441.000=6.000
max447.000-443.000=4.000
mean2.313-2.324=-0.011
σ0.016-0.014=0.002
min2.300-2.315=-0.015
max2.336-2.345=-0.008
policies=200
mean13876.846-13876.895=-0.049
σ0.143-0.085=0.059
min13876.726-13876.830=-0.105
max13877.022-13877.019=0.003
mean9400.000
σ0.000
min9400.000
max9400.000
mean494.750-491.250=3.500
σ3.594-4.031=-0.437
min492.000-488.000=4.000
max500.000-497.000=3.000
mean23.555-23.497=0.058
σ0.232-0.144=0.088
min23.340-23.304=0.037
max23.848-23.631=0.217