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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
σ0.000
min6.645
max6.645

Aggregation: measureAggregations

Factorallocated MiBpeak allocated MiBtime_s
cache=n
dps=1
iters=10
policies=100
mean54.775-54.775=-0.000
σ0.362-0.363=-0.001
min54.624-54.629=-0.005
max55.805-55.807=-0.002
mean417.000-419.000=-2.000
σ0.000
min417.000-419.000=-2.000
max417.000-419.000=-2.000
mean0.140-0.141=-0.000
σ0.005-0.004=0.000
min0.133-0.136=-0.004
max0.147-0.148=-0.000
cache=y
dps=1
iters=10
policies=100
mean43.774-43.774=0.000
σ0.005-0.007=-0.002
min43.768-43.760=0.008
max43.782-43.788=-0.006
mean417.000-419.000=-2.000
σ0.000
min417.000-419.000=-2.000
max417.000-419.000=-2.000
mean0.125-0.122=0.003
σ0.004-0.003=0.001
min0.122-0.120=0.002
max0.132-0.130=0.002

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
mean4426.750-4583.875=-157.125
σ2229.361-2251.771=-22.410
min1484.000-1487.000=-3.000
max7412.000-7400.000=12.000
mean12.858-13.448=-0.590
σ2.057-3.505=-1.449
min12.048-11.730=0.318
max17.945-22.053=-4.108
op=column_set() on indexed, repeat
mean36.617-36.617=0.000
σ0.000-0.000=0.000
min36.617
max36.618-36.618=0.001
mean4607.125-4583.875=23.250
σ2260.359-2251.771=8.588
min1484.000-1487.000=-3.000
max7412.000-7400.000=12.000
mean172.347-13.537=158.810
σ451.667-3.133=448.535
min11.452-11.488=-0.036
max1290.151-21.149=1269.002
op=table_records(), no indexes
mean41.948-41.948=0.000
σ0.002-0.002=-0.000
min41.946-41.946=0.000
max41.950-41.950=-0.000
mean7412.000-7400.000=12.000
σ0.000
min7412.000-7400.000=12.000
max7412.000-7400.000=12.000
mean10.918-11.178=-0.260
σ0.161-0.113=0.048
min10.732-11.019=-0.287
max11.212-11.333=-0.121
op=table_records(), repeat
mean41.933-41.933=0.000
σ0.000-0.000=0.000
min41.933
max41.934-41.934=-0.000
mean4197.250-4170.625=26.625
σ1955.872-1943.360=12.512
min1484.000-1487.000=-3.000
max7412.000-7400.000=12.000
mean11.635-11.929=-0.294
σ1.896-1.786=0.110
min10.573-10.904=-0.332
max16.293-16.308=-0.015
op=vertical_lookup_list() on indexed, after table_records()
mean27.655-27.655=-0.000
σ0.136-0.136=0.000
min27.606
max27.993
mean4197.250-4170.625=26.625
σ1955.872-1943.360=12.512
min1484.000-1487.000=-3.000
max7412.000-7400.000=12.000
mean9.070-9.193=-0.123
σ1.246-1.318=-0.072
min7.941-7.951=-0.011
max12.047-12.337=-0.290
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.406-26.406=-0.000
σ0.000-0.000=0.000
min26.406
max26.406
mean4197.250-4170.625=26.625
σ1955.872-1943.360=12.512
min1484.000-1487.000=-3.000
max7412.000-7400.000=12.000
mean7.064-7.017=0.046
σ0.935-0.942=-0.007
min6.358-6.044=0.313
max9.338-9.225=0.113
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
mean4607.125-4583.875=23.250
σ2260.359-2251.771=8.588
min1484.000-1487.000=-3.000
max7412.000-7400.000=12.000
mean6.603-6.424=0.179
σ1.256-0.965=0.292
min5.829-5.836=-0.006
max9.281-8.787=0.494
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.984-25.984=0.000
σ0.000-0.000=-0.000
min25.984-25.984=0.000
max25.985-25.985=-0.000
mean4607.125-4583.875=23.250
σ2260.359-2251.771=8.588
min1484.000-1487.000=-3.000
max7412.000-7400.000=12.000
mean6.440-6.325=0.115
σ1.113-1.008=0.105
min5.799-5.741=0.058
max8.891-8.790=0.101

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.627-1021.627=0.000
σ0.002-0.002=0.000
min1021.625
max1021.630-1021.629=0.000
mean7412.000-7400.000=12.000
σ0.000
min7412.000-7400.000=12.000
max7412.000-7400.000=12.000
mean344.867-361.803=-16.935
σ2.709-41.861=-39.152
min340.599-345.369=-4.769
max350.007-465.364=-115.357
op=load_product(), with indexes
mean3495.878-3495.878=-0.000
σ0.469-0.469=0.000
min3495.713
max3497.038
mean3770.625-3749.000=21.625
σ2311.744-2296.221=15.522
min720.000-721.000=-1.000
max7412.000-7400.000=12.000
mean1791.875-1585.960=205.915
σ676.060-469.423=206.638
min1393.812-1384.167=9.645
max2976.511-2737.167=239.344

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
min107.854-107.854=0.000
max107.854-107.855=-0.000
mean4197.250-4405.500=-208.250
σ1955.872-2223.271=-267.399
min1484.000-1487.000=-3.000
max7412.000-7400.000=12.000
mean135.361-269.861=-134.500
σ18.142-374.543=-356.401
min126.646-127.112=-0.466
max179.994-1195.619=-1015.625
op=column_set() on unindexed, dense, repeat
mean62.082-62.082=-0.000
σ0.000-0.000=-0.000
min62.081
max62.082
mean4426.750-4583.875=-157.125
σ2229.361-2251.771=-22.410
min1484.000-1487.000=-3.000
max7412.000-7400.000=12.000
mean175.303-118.614=56.689
σ372.240-212.113=160.127
min42.343-40.254=2.089
max1096.547-643.527=453.020
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.948-40.948=0.000
σ0.002-0.002=0.000
min40.947
max40.951-40.950=0.001
mean7412.000-7400.000=12.000
σ0.000
min7412.000-7400.000=12.000
max7412.000-7400.000=12.000
mean85.566-22.280=63.286
σ180.439-0.971=179.468
min21.535-21.687=-0.152
max532.129-24.637=507.492
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
mean7412.000-7400.000=12.000
σ0.000
min7412.000-7400.000=12.000
max7412.000-7400.000=12.000
mean58.456-312.699=-254.243
σ7.463-725.789=-718.326
min55.299-55.222=0.077
max76.897-2108.933=-2032.036

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.850-4646.850=-0.000
σ0.013-0.014=-0.000
min4646.845
max4646.883-4646.884=-0.001
mean4197.250-4170.625=26.625
σ1955.872-1943.360=12.512
min1484.000-1487.000=-3.000
max7412.000-7400.000=12.000
mean3291.877-3072.744=219.133
σ772.359-673.563=98.796
min2536.392-2505.676=30.717
max4766.366-4159.327=607.039
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
mean7412.000-7400.000=12.000
σ0.000
min7412.000-7400.000=12.000
max7412.000-7400.000=12.000
mean976.424-1019.997=-43.573
σ70.880-173.219=-102.339
min934.328-912.417=21.912
max1115.353-1408.189=-292.836
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.105
σ0.002
min905.102
max905.108
mean7412.000-7400.000=12.000
σ0.000
min7412.000-7400.000=12.000
max7412.000-7400.000=12.000
mean389.299-388.508=0.791
σ4.073-1.775=2.298
min381.658-384.864=-3.206
max394.035-390.474=3.560

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean476.500-477.000=-0.500
σ0.535-1.069=-0.535
min476.000
max477.000-478.000=-1.000
mean370.320-366.819=3.501
σ42.517-22.224=20.294
min310.166-317.153=-6.987
max432.362-393.522=38.839
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean563.000-563.500=-0.500
σ0.000-0.926=-0.926
min563.000-562.000=1.000
max563.000-564.000=-1.000
mean752.255-737.169=15.086
σ77.115-81.934=-4.819
min605.470-556.562=48.907
max827.691-829.973=-2.282

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean963.971-963.973=-0.002
σ1.820-1.820=0.000
min963.263-963.263=-0.000
max971.667-971.668=-0.001
mean1041.250-1049.800=-8.550
σ306.388-297.686=8.703
min583.000-575.000=8.000
max1490.000-1475.000=15.000
mean1.256-1.327=-0.072
σ0.086-0.149=-0.063
min1.177-1.195=-0.018
max1.500-1.735=-0.235

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
mean0.290-0.292=-0.002
σ0.289-0.282=0.007
min0.143-0.138=0.005
max0.805-0.793=0.012
name=error_case.art
mean2.340
σ0.012
min2.334
max2.362
mean402.000
σ0.000
min402.000
max402.000
mean0.479-0.488=-0.009
σ0.323-0.334=-0.010
min0.319-0.333=-0.013
max1.057-1.085=-0.028
name=heavy_item.art
mean1.523
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.224-0.219=0.005
σ0.023-0.029=-0.006
min0.212-0.198=0.014
max0.265-0.269=-0.005
name=nested_use.art
mean2.358
σ0.002
min2.357
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.337-0.336=0.001
σ0.018-0.013=0.005
min0.322-0.323=-0.001
max0.368-0.353=0.015

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.971
σ0.011
min964.965
max964.989
mean431.400
σ0.894
min431.000
max433.000
mean0.567-0.543=0.025
σ0.032-0.026=0.007
min0.535-0.521=0.014
max0.611-0.587=0.023
name=cdr_enhanced_4k_loc.art
mean885.898
σ0.002
min885.897
max885.901
mean438.000-437.000=1.000
σ0.000
min438.000-437.000=1.000
max438.000-437.000=1.000
mean0.491-0.488=0.004
σ0.037-0.032=0.006
min0.439-0.454=-0.015
max0.525-0.522=0.002

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.710
σ0.002
min7.709
max7.713
mean438.000-437.000=1.000
σ0.000
min438.000-437.000=1.000
max438.000-437.000=1.000
mean2.539-2.411=0.128
σ0.098-0.269=-0.171
min2.404-1.886=0.518
max3.003-2.805=0.198
name=record_render_large_syntax_err.art
mean7.658
σ0.002
min7.657
max7.661
mean438.000-437.000=1.000
σ0.000
min438.000-437.000=1.000
max438.000-437.000=1.000
mean2.561-2.593=-0.032
σ0.075-0.068=0.007
min2.421-2.468=-0.047
max2.812-2.807=0.005
name=record_render_success.art
mean2.290
σ0.002
min2.289
max2.293
mean438.000-437.000=1.000
σ0.000
min438.000-437.000=1.000
max438.000-437.000=1.000
mean0.319-0.307=0.011
σ0.063-0.008=0.054
min0.293-0.292=0.000
max0.859-0.358=0.501
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean438.000-437.000=1.000
σ0.000
min438.000-437.000=1.000
max438.000-437.000=1.000
mean0.296-0.291=0.005
σ0.030-0.007=0.023
min0.282-0.277=0.006
max0.583-0.330=0.253

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.277-12.186=-0.909
σ11.250-11.290=-0.039
min0.574-0.574=-0.000
max87.117-76.030=11.087
mean463.153-467.033=-3.880
σ19.657-18.557=1.100
min407.000-408.000=-1.000
max481.000-482.000=-1.000
mean0.026-0.028=-0.001
σ0.028-0.028=0.000
min0.001-0.001=0.000
max0.215-0.174=0.041

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean278.696-278.672=0.023
σ1.026-1.063=-0.036
min278.276-278.231=0.046
max281.613-281.691=-0.078
mean447.900-446.400=1.500
σ18.526-17.044=1.482
min427.000-425.000=2.000
max474.000-470.000=4.000
mean0.574-0.582=-0.008
σ0.021-0.016=0.005
min0.538-0.559=-0.020
max0.618-0.618=-0.000

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
mean843.000-844.000=-1.000
σ0.000
min843.000-844.000=-1.000
max843.000-844.000=-1.000
mean238.469-226.124=12.345
σ17.911-18.984=-1.074
min201.816-197.634=4.182
max255.304-251.885=3.419
phase=macro expansion
mean6.133-6.130=0.004
σ0.000
min6.133-6.130=0.004
max6.133-6.130=0.004
mean842.375-843.375=-1.000
σ1.768
min838.000-839.000=-1.000
max843.000-844.000=-1.000
mean9.505-9.040=0.465
σ0.922-1.013=-0.090
min7.467-7.384=0.084
max10.769-9.713=1.057
phase=parser
mean1042.432-1042.434=-0.002
σ0.000-0.000=0.000
min1042.431-1042.433=-0.002
max1042.432-1042.434=-0.002
mean842.375-843.375=-1.000
σ1.768
min838.000-839.000=-1.000
max843.000-844.000=-1.000
mean582.195-559.822=22.374
σ44.156-84.493=-40.337
min475.461-420.767=54.695
max612.229-617.145=-4.915
phase=processProdDef
mean2243.979-2243.976=0.003
σ0.000
min2243.979-2243.976=0.003
max2243.979-2243.976=0.003
mean843.000-844.000=-1.000
σ0.000
min843.000-844.000=-1.000
max843.000-844.000=-1.000
mean3021.548-2737.248=284.300
σ273.924-410.145=-136.221
min2540.386-2215.616=324.771
max3432.652-3407.289=25.363
phase=renaming
mean21.671-21.675=-0.004
σ0.000
min21.671-21.675=-0.004
max21.671-21.675=-0.004
mean842.375-843.375=-1.000
σ1.768
min838.000-839.000=-1.000
max843.000-844.000=-1.000
mean38.001-37.153=0.848
σ4.755-6.726=-1.971
min26.482-26.156=0.326
max40.560-41.125=-0.565
phase=type checker
mean989.752
σ0.066
min989.654
max989.841
mean842.375-843.375=-1.000
σ1.768
min838.000-839.000=-1.000
max843.000-844.000=-1.000
mean738.642-715.675=22.967
σ92.270-75.495=16.775
min673.731-646.115=27.616
max902.726-868.831=33.896

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.393-282.386=0.007
σ0.036-0.037=-0.001
min282.337-282.337=0.000
max282.424-282.428=-0.004
mean444.400-444.800=-0.400
σ0.548-1.095=-0.548
min444.000
max445.000-446.000=-1.000
mean0.383-0.378=0.005
σ0.006-0.001=0.006
min0.378-0.377=0.000
max0.393-0.379=0.014
iters=5
new-facts=1
prior-facts=6402
mean1267.095-1267.110=-0.015
σ0.091-0.104=-0.012
min1266.995-1266.999=-0.004
max1267.243-1267.275=-0.032
mean1114.800-1105.600=9.200
σ171.647-191.087=-19.440
min899.000-844.000=55.000
max1338.000-1335.000=3.000
mean1.998-1.929=0.069
σ0.119-0.166=-0.046
min1.864-1.799=0.065
max2.111-2.134=-0.023
iters=5
new-facts=6402
prior-facts=1
mean1506.139-1506.087=0.051
σ2.961-2.947=0.014
min1504.648-1504.556=0.092
max1511.426-1511.348=0.078
mean630.000-622.600=7.400
σ90.777-81.402=9.375
min505.000-497.000=8.000
max730.000-714.000=16.000
mean2.375-2.224=0.151
σ0.352-0.196=0.157
min2.058-2.088=-0.030
max2.870-2.569=0.301
iters=5
new-facts=6402
prior-facts=6402
mean1829.112-1829.099=0.013
σ0.074-0.046=0.028
min1829.033-1829.033=-0.000
max1829.220-1829.145=0.075
mean1762.800-1742.400=20.400
σ213.393-173.684=39.709
min1490.000-1484.000=6.000
max1967.000-1891.000=76.000
mean3.193-3.011=0.183
σ0.329-0.221=0.107
min2.830-2.822=0.008
max3.639-3.394=0.245

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.682-1.711=-0.029
σ0.192-0.064=0.129
min1.414-1.654=-0.240
max1.875-1.807=0.069

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean397.698-397.697=0.001
σ518.051-518.051=-0.001
min138.670-138.670=-0.000
max1174.774-1174.774=-0.000
mean97.750
σ7.500
min94.000
max109.000
mean444.000-446.000=-2.000
σ0.000
min444.000-446.000=-2.000
max444.000-446.000=-2.000
mean0.489-0.501=-0.012
σ0.491-0.523=-0.032
min0.241-0.236=0.004
max1.226-1.285=-0.059
policies=20
mean1386.838-1386.837=0.001
σ0.164-0.163=0.001
min1386.725-1386.725=-0.000
max1387.082-1387.079=0.003
mean940.000
σ0.000
min940.000
max940.000
mean444.000-446.000=-2.000
σ0.000
min444.000-446.000=-2.000
max444.000-446.000=-2.000
mean2.332-2.334=-0.002
σ0.015-0.010=0.005
min2.316-2.321=-0.005
max2.352-2.344=0.008
policies=200
mean13876.855-13876.894=-0.039
σ0.096-0.126=-0.031
min13876.779-13876.757=0.022
max13876.994-13877.062=-0.068
mean9400.000
σ0.000
min9400.000
max9400.000
mean493.750-496.250=-2.500
σ5.679-3.500=2.179
min488.000-492.000=-4.000
max500.000
mean23.589-23.582=0.007
σ0.254-0.128=0.127
min23.322-23.463=-0.141
max23.916-23.713=0.203