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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
mean5.082-5.301=-0.219
σ0.000
min5.082-5.301=-0.219
max5.082-5.301=-0.219

AST compact size (parser)

Factorcompact size MiB
phase=parser
mean4.988-5.176=-0.188
σ0.000
min4.988-5.176=-0.188
max4.988-5.176=-0.188

AST compact size (processProdDef Decls)

Factorcompact size MiB
phase=processProdDef Decls
mean5.395-5.676=-0.281
σ0.000
min5.395-5.676=-0.281
max5.395-5.676=-0.281

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean446.633-446.883=-0.250
σ0.000
min446.633-446.883=-0.250
max446.633-446.883=-0.250

AST compact size (renaming)

Factorcompact size MiB
phase=renaming
mean5.238-5.488=-0.250
σ0.000
min5.238-5.488=-0.250
max5.238-5.488=-0.250

AST compact size (type checker)

Factorcompact size MiB
phase=type checker
mean6.395-6.645=-0.250
σ0.000
min6.395-6.645=-0.250
max6.395-6.645=-0.250

Aggregation: measureAggregations

Factorallocated MiBpeak allocated MiBtime_s
cache=n
dps=1
iters=10
policies=100
mean54.716-54.774=-0.057
σ0.363-0.361=0.002
min54.581-54.633=-0.052
max55.748-55.801=-0.053
mean417.000-418.000=-1.000
σ0.000
min417.000-418.000=-1.000
max417.000-418.000=-1.000
mean0.141-0.138=0.003
σ0.005-0.005=0.000
min0.135-0.130=0.005
max0.150-0.147=0.003
cache=y
dps=1
iters=10
policies=100
mean43.777-43.774=0.003
σ0.009-0.005=0.003
min43.763-43.766=-0.003
max43.788-43.784=0.005
mean417.000-418.000=-1.000
σ0.000
min417.000-418.000=-1.000
max417.000-418.000=-1.000
mean0.121-0.124=-0.003
σ0.005-0.004=0.000
min0.116-0.120=-0.004
max0.131-0.134=-0.003

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.604-36.617=-0.013
σ0.000-0.000=0.000
min36.604-36.617=-0.013
max36.605-36.618=-0.013
mean4591.875-4590.125=1.750
σ2248.670-2248.240=0.430
min1485.000-1486.000=-1.000
max7386.000-7383.000=3.000
mean165.110-171.031=-5.921
σ432.571-447.005=-14.434
min11.937-12.033=-0.096
max1235.668-1277.301=-41.633
op=column_set() on indexed, repeat
mean36.604-36.617=-0.013
σ0.000-0.000=-0.000
min36.604-36.617=-0.013
max36.605-36.618=-0.013
mean4591.875-4590.125=1.750
σ2248.670-2248.240=0.430
min1485.000-1486.000=-1.000
max7386.000-7383.000=3.000
mean13.504-14.488=-0.984
σ2.930-4.464=-1.534
min11.750-11.445=0.304
max20.651-24.772=-4.121
op=table_records(), no indexes
mean41.940-41.948=-0.008
σ0.002-0.002=0.000
min41.938-41.946=-0.008
max41.942-41.950=-0.008
mean7386.000-7383.000=3.000
σ0.000
min7386.000-7383.000=3.000
max7386.000-7383.000=3.000
mean12.185-10.624=1.561
σ2.118-0.288=1.830
min11.011-10.167=0.844
max16.877-10.986=5.891
op=table_records(), repeat
mean41.925-41.933=-0.008
σ0.002-0.000=0.001
min41.924-41.933=-0.009
max41.929-41.934=-0.004
mean4182.625-4181.250=1.375
σ1944.916-1944.703=0.212
min1485.000-1486.000=-1.000
max7386.000-7383.000=3.000
mean11.879-11.652=0.226
σ1.819-1.747=0.072
min10.932-10.816=0.116
max16.350-15.962=0.388
op=vertical_lookup_list() on indexed, after table_records()
mean27.633-27.655=-0.022
σ0.137-0.137=-0.000
min27.584-27.606=-0.022
max27.971-27.993=-0.022
mean4182.625-4181.250=1.375
σ1944.916-1944.703=0.212
min1485.000-1486.000=-1.000
max7386.000-7383.000=3.000
mean8.934-9.048=-0.113
σ1.312-1.421=-0.109
min7.913-7.826=0.087
max12.118-12.423=-0.305
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.384-26.406=-0.022
σ0.000-0.000=0.000
min26.384-26.406=-0.022
max26.384-26.406=-0.022
mean4182.625-4181.250=1.375
σ1944.916-1944.703=0.212
min1485.000-1486.000=-1.000
max7386.000-7383.000=3.000
mean6.826-6.733=0.093
σ1.027-1.103=-0.075
min6.127-5.918=0.209
max9.338-9.408=-0.070
op=vertical_lookup_row_list() on 2 indexed
mean25.662-25.681=-0.018
σ0.004-0.003=0.001
min25.661-25.680=-0.019
max25.673-25.688=-0.015
mean4591.875-4590.125=1.750
σ2248.670-2248.240=0.430
min1485.000-1486.000=-1.000
max7386.000-7383.000=3.000
mean6.236-6.448=-0.212
σ0.509-1.057=-0.548
min5.880-5.839=0.041
max7.450-8.840=-1.390
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.961-25.984=-0.024
σ0.001-0.000=0.000
min25.961-25.984=-0.024
max25.962-25.985=-0.023
mean4591.875-4590.125=1.750
σ2248.670-2248.240=0.430
min1485.000-1486.000=-1.000
max7386.000-7383.000=3.000
mean6.025-6.341=-0.317
σ0.606-1.082=-0.475
min5.627-5.690=-0.063
max7.504-8.771=-1.267

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.608-1021.627=-0.019
σ0.002
min1021.606-1021.625=-0.019
max1021.611-1021.629=-0.019
mean7386.000-7383.000=3.000
σ0.000
min7386.000-7383.000=3.000
max7386.000-7383.000=3.000
mean348.092-360.407=-12.315
σ0.970-40.331=-39.361
min345.800-343.877=1.923
max348.846-460.096=-111.249
op=load_product(), with indexes
mean3495.855-3495.878=-0.024
σ0.454-0.469=-0.015
min3495.694-3495.713=-0.019
max3496.978-3497.038=-0.060
mean3758.750-3757.250=1.500
σ2299.670-2299.390=0.281
min721.000-720.000=1.000
max7386.000-7383.000=3.000
mean1777.415-1785.898=-8.483
σ689.901-664.297=25.604
min1401.806-1391.667=10.140
max3001.659-2942.010=59.648

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.841-107.854=-0.013
σ0.000-0.000=-0.000
min107.841-107.853=-0.013
max107.841-107.854=-0.013
mean4411.875-4410.250=1.625
σ2218.264-2217.739=0.525
min1485.000-1486.000=-1.000
max7386.000-7383.000=3.000
mean232.156-257.036=-24.880
σ273.006-341.580=-68.575
min123.070-124.325=-1.255
max906.487-1100.973=-194.486
op=column_set() on unindexed, dense, repeat
mean62.068-62.081=-0.013
σ0.001-0.000=0.001
min62.065-62.081=-0.017
max62.069-62.082=-0.013
mean4411.875-4410.250=1.625
σ2218.264-2217.739=0.525
min1485.000-1486.000=-1.000
max7386.000-7383.000=3.000
mean43.246-46.644=-3.399
σ2.718-8.284=-5.566
min40.758-42.073=-1.315
max49.217-66.815=-17.598
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.926-40.948=-0.022
σ0.002-0.002=-0.000
min40.925-40.947=-0.022
max40.928-40.950=-0.022
mean7386.000-7383.000=3.000
σ0.000
min7386.000-7383.000=3.000
max7386.000-7383.000=3.000
mean203.158-22.317=180.841
σ508.483-1.236=507.247
min21.649-21.650=-0.000
max1461.574-25.342=1436.232
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.294-71.308=-0.014
σ0.002-0.002=0.000
min71.292-71.307=-0.014
max71.296-71.311=-0.014
mean7386.000-7383.000=3.000
σ0.000
min7386.000-7383.000=3.000
max7386.000-7383.000=3.000
mean65.735-256.629=-190.893
σ24.458-567.709=-543.251
min55.178-54.476=0.703
max125.867-1661.624=-1535.756

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.842-4646.851=-0.009
σ0.013-0.014=-0.000
min4646.837-4646.845=-0.008
max4646.875-4646.884=-0.009
mean4182.625-4181.250=1.375
σ1944.916-1944.703=0.212
min1485.000-1486.000=-1.000
max7386.000-7383.000=3.000
mean3289.353-3314.420=-25.067
σ793.720-846.515=-52.795
min2478.984-2493.628=-14.644
max4600.423-4651.813=-51.390
op=vertical_lookup_list() on indexed
mean1973.829-1973.851=-0.022
σ0.002
min1973.827-1973.849=-0.022
max1973.832-1973.854=-0.022
mean7386.000-7383.000=3.000
σ0.000
min7386.000-7383.000=3.000
max7386.000-7383.000=3.000
mean1038.076-1044.165=-6.089
σ216.159-235.318=-19.159
min917.976-922.994=-5.018
max1443.828-1606.051=-162.223
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.083-905.105=-0.022
σ0.002
min905.080-905.102=-0.022
max905.086-905.108=-0.022
mean7386.000-7383.000=3.000
σ0.000
min7386.000-7383.000=3.000
max7386.000-7383.000=3.000
mean408.966-394.056=14.909
σ36.274-7.518=28.757
min389.106-377.275=11.831
max498.278-403.664=94.614

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean476.250-476.125=0.125
σ1.035-1.553=-0.518
min475.000
max477.000-478.000=-1.000
mean362.920-373.728=-10.808
σ43.117-25.355=17.762
min303.259-343.779=-40.521
max422.050-409.624=12.426
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean561.375-560.000=1.375
σ1.768-0.000=1.768
min557.000-560.000=-3.000
max562.000-560.000=2.000
mean740.855-721.147=19.708
σ71.166-82.773=-11.607
min617.341-613.730=3.611
max822.508-827.525=-5.017

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean964.563-963.971=0.592
σ1.879-1.821=0.058
min963.843-963.266=0.577
max972.510-971.671=0.839
mean1040.750-1040.550=0.200
σ306.329-291.390=14.939
min590.000-560.000=30.000
max1490.000-1429.000=61.000
mean1.258-1.264=-0.006
σ0.077-0.087=-0.010
min1.160-1.179=-0.019
max1.493-1.507=-0.014

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.913-0.913=0.001
σ0.020-0.020=-0.000
min0.903-0.903=0.001
max0.949-0.949=0.000
mean402.000
σ0.000
min402.000
max402.000
mean0.429-0.427=0.002
σ0.438-0.598=-0.160
min0.138-0.132=0.006
max1.201-1.494=-0.294
name=error_case.art
mean2.346-2.340=0.006
σ0.012
min2.340-2.334=0.006
max2.368-2.362=0.006
mean402.000
σ0.000
min402.000
max402.000
mean0.833-0.842=-0.009
σ0.528-0.518=0.010
min0.578-0.581=-0.004
max1.776-1.766=0.010
name=heavy_item.art
mean1.523-1.523=0.001
σ0.002-0.002=-0.000
min1.522-1.521=0.001
max1.526-1.525=0.001
mean402.000
σ0.000
min402.000
max402.000
mean0.373-0.261=0.112
σ0.040-0.107=-0.067
min0.343-0.208=0.134
max0.442-0.453=-0.010
name=nested_use.art
mean2.364-2.358=0.006
σ0.002
min2.363-2.357=0.006
max2.367-2.361=0.006
mean402.000
σ0.000
min402.000
max402.000
mean0.551-0.550=0.001
σ0.108-0.098=0.011
min0.363-0.376=-0.013
max0.639-0.608=0.031

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.979-964.971=0.008
σ0.009-0.011=-0.001
min964.974-964.965=0.008
max964.996-964.989=0.006
mean431.000-435.600=-4.600
σ0.000-5.079=-5.079
min431.000
max431.000-441.000=-10.000
mean0.580-0.683=-0.103
σ0.099-0.074=0.025
min0.494-0.597=-0.103
max0.744-0.758=-0.014
name=cdr_enhanced_4k_loc.art
mean886.001-885.898=0.103
σ0.002-0.002=-0.000
min886.000-885.897=0.103
max886.004-885.901=0.103
mean431.000-441.000=-10.000
σ0.000
min431.000-441.000=-10.000
max431.000-441.000=-10.000
mean0.442-0.502=-0.061
σ0.043-0.031=0.013
min0.378-0.453=-0.075
max0.488-0.532=-0.043

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.719-7.710=0.009
σ0.002
min7.718-7.709=0.009
max7.722-7.713=0.009
mean431.000-441.000=-10.000
σ0.000
min431.000-441.000=-10.000
max431.000-441.000=-10.000
mean2.607-2.619=-0.012
σ0.119-0.113=0.007
min2.450-2.465=-0.016
max3.324-3.125=0.199
name=record_render_large_syntax_err.art
mean7.667-7.658=0.009
σ0.002
min7.666-7.657=0.009
max7.670-7.661=0.009
mean431.000-441.000=-10.000
σ0.000
min431.000-441.000=-10.000
max431.000-441.000=-10.000
mean2.561-2.604=-0.043
σ0.062-0.070=-0.008
min2.420-2.491=-0.072
max2.754-2.797=-0.043
name=record_render_success.art
mean2.290-2.290=0.001
σ0.002
min2.290-2.289=0.001
max2.294-2.293=0.001
mean431.000-441.000=-10.000
σ0.000
min431.000-441.000=-10.000
max431.000-441.000=-10.000
mean0.307-0.318=-0.011
σ0.031-0.044=-0.013
min0.291-0.295=-0.005
max0.603-0.704=-0.101
name=record_render_syntax_err.art
mean2.166-2.165=0.001
σ0.002
min2.165-2.164=0.001
max2.169-2.168=0.001
mean431.000-441.000=-10.000
σ0.000
min431.000-441.000=-10.000
max431.000-441.000=-10.000
mean0.295-0.295=-0.000
σ0.011-0.009=0.002
min0.280-0.279=0.001
max0.364-0.341=0.023

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean12.021-11.293=0.728
σ12.042-10.874=1.168
min0.714-0.574=0.141
max91.885-115.662=-23.777
mean468.121-463.322=4.799
σ20.029-19.373=0.656
min408.000-407.000=1.000
max480.000-478.000=2.000
mean0.027-0.026=0.001
σ0.029-0.027=0.003
min0.001-0.001=0.000
max0.221-0.282=-0.061

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean279.224-278.749=0.475
σ1.028-1.028=0.000
min278.741-278.363=0.378
max282.140-281.670=0.471
mean442.100-443.300=-1.200
σ16.162-14.982=1.180
min413.000-418.000=-5.000
max468.000-467.000=1.000
mean0.567-0.579=-0.012
σ0.030-0.006=0.023
min0.507-0.569=-0.063
max0.610-0.590=0.020

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean169.257-173.738=-4.481
σ0.000-0.000=0.000
min169.257-173.738=-4.481
max169.257-173.738=-4.481
mean848.000-839.000=9.000
σ0.000
min848.000-839.000=9.000
max848.000-839.000=9.000
mean210.487-239.235=-28.748
σ25.044-23.931=1.112
min186.390-190.736=-4.346
max241.853-257.236=-15.383
phase=macro expansion
mean5.896-6.130=-0.234
σ0.000
min5.896-6.130=-0.234
max5.896-6.130=-0.234
mean848.000-839.000=9.000
σ0.000
min848.000-839.000=9.000
max848.000-839.000=9.000
mean8.179-8.676=-0.497
σ1.056-2.163=-1.106
min6.889-6.350=0.539
max9.001-12.809=-3.808
phase=parser
mean1042.131-1042.436=-0.305
σ0.000-0.000=0.000
min1042.130-1042.436=-0.305
max1042.131-1042.436=-0.305
mean848.000-839.000=9.000
σ0.000
min848.000-839.000=9.000
max848.000-839.000=9.000
mean542.665-560.145=-17.479
σ75.821-104.442=-28.621
min441.112-425.277=15.835
max615.167-733.915=-118.748
phase=processProdDef
mean2243.718-2243.972=-0.254
σ0.000-0.000=-0.000
min2243.718-2243.972=-0.254
max2243.718-2243.972=-0.254
mean848.000-839.000=9.000
σ0.000
min848.000-839.000=9.000
max848.000-839.000=9.000
mean2956.776-2587.210=369.567
σ231.098-222.301=8.797
min2598.635-2361.320=237.314
max3218.553-2870.486=348.067
phase=renaming
mean21.440-21.671=-0.231
σ0.000
min21.440-21.671=-0.231
max21.440-21.671=-0.231
mean848.000-839.000=9.000
σ0.000
min848.000-839.000=9.000
max848.000-839.000=9.000
mean44.240-32.972=11.269
σ3.967-10.377=-6.410
min39.267-21.023=18.245
max49.179-47.985=1.194
phase=type checker
mean958.596-989.752=-31.156
σ0.047-0.066=-0.019
min958.573-989.654=-31.081
max958.698-989.841=-31.144
mean848.000-839.000=9.000
σ0.000
min848.000-839.000=9.000
max848.000-839.000=9.000
mean660.602-682.110=-21.508
σ16.922-46.796=-29.874
min630.254-641.741=-11.486
max680.182-791.765=-111.583

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.855-282.387=0.468
σ0.037-0.035=0.002
min282.800-282.338=0.462
max282.890-282.424=0.466
mean441.400-442.000=-0.600
σ3.286-0.000=3.286
min439.000-442.000=-3.000
max445.000-442.000=3.000
mean0.383-0.380=0.004
σ0.009-0.007=0.002
min0.377-0.375=0.002
max0.398-0.387=0.010
iters=5
new-facts=1
prior-facts=6402
mean1268.045-1267.115=0.930
σ0.090-0.093=-0.003
min1267.971-1267.005=0.965
max1268.190-1267.256=0.934
mean1112.600-1111.200=1.400
σ170.160-169.216=0.943
min897.000-896.000=1.000
max1325.000
mean1.902-2.012=-0.110
σ0.106-0.132=-0.026
min1.818-1.863=-0.045
max2.087-2.119=-0.032
iters=5
new-facts=6402
prior-facts=1
mean1507.051-1506.131=0.919
σ2.979-2.954=0.024
min1505.519-1504.640=0.879
max1512.370-1511.406=0.964
mean632.200-626.600=5.600
σ87.862-89.993=-2.132
min498.000-503.000=-5.000
max727.000-726.000=1.000
mean2.266-2.357=-0.092
σ0.238-0.306=-0.068
min2.070-2.073=-0.004
max2.569-2.825=-0.256
iters=5
new-facts=6402
prior-facts=6402
mean1830.095-1829.117=0.978
σ0.091-0.072=0.019
min1829.992-1829.029=0.963
max1830.223-1829.223=1.000
mean1745.200-1756.600=-11.400
σ212.429-214.727=-2.298
min1459.000-1470.000=-11.000
max1945.000-1960.000=-15.000
mean3.167-3.238=-0.071
σ0.434-0.380=0.054
min2.661-2.795=-0.134
max3.627-3.694=-0.066

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.778-1.663=0.114
σ0.114-0.165=-0.051
min1.574-1.506=0.068
max1.844-1.879=-0.035

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean406.198-397.698=8.500
σ509.796-518.051=-8.255
min151.294-138.670=12.625
max1170.892-1174.775=-3.883
mean101.750-97.750=4.000
σ7.500
min98.000-94.000=4.000
max113.000-109.000=4.000
mean442.000-444.000=-2.000
σ0.000
min442.000-444.000=-2.000
max442.000-444.000=-2.000
mean0.490-0.493=-0.003
σ0.469-0.507=-0.038
min0.250-0.238=0.012
max1.193-1.254=-0.061
policies=20
mean1513.149-1386.834=126.315
σ0.277-0.161=0.115
min1512.967-1386.726=126.241
max1513.559-1387.074=126.485
mean980.000-940.000=40.000
σ0.000
min980.000-940.000=40.000
max980.000-940.000=40.000
mean445.000-444.000=1.000
σ3.464-0.000=3.464
min442.000-444.000=-2.000
max448.000-444.000=4.000
mean2.509-2.316=0.194
σ0.016-0.017=-0.001
min2.497-2.293=0.204
max2.532-2.332=0.199
policies=200
mean15140.028-13876.912=1263.116
σ0.122-0.115=0.006
min15139.875-13876.814=1263.061
max15140.172-13877.079=1263.093
mean9800.000-9400.000=400.000
σ0.000
min9800.000-9400.000=400.000
max9800.000-9400.000=400.000
mean496.500-494.750=1.750
σ5.568-4.113=1.455
min491.000-490.000=1.000
max504.000-500.000=4.000
mean25.288-23.487=1.801
σ0.126-0.171=-0.044
min25.145-23.351=1.794
max25.450-23.718=1.732