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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)

Factorcompact size MiB
phase=processProdDef
mean558.633
σ0.000
min558.633
max558.633

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
mean54.677-54.671=0.006
σ0.357-0.357=-0.000
min54.545-54.534=0.011
max55.692-55.687=0.005
mean417.000-415.000=2.000
σ0.000
min417.000-415.000=2.000
max417.000-415.000=2.000
mean0.140-0.142=-0.002
σ0.005-0.004=0.001
min0.134-0.135=-0.002
max0.148-0.148=0.000
cache=y
dps=1
iters=10
policies=100
mean43.705-43.699=0.006
σ0.005-0.004=0.001
min43.696-43.694=0.002
max43.711-43.705=0.006
mean417.000-415.000=2.000
σ0.000
min417.000-415.000=2.000
max417.000-415.000=2.000
mean0.123-0.123=-0.000
σ0.004-0.005=-0.001
min0.120-0.118=0.001
max0.132-0.132=-0.000

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.618-36.618=0.000
σ0.002-0.002=-0.000
min36.616
max36.620-36.620=-0.000
mean3887.250-3877.125=10.125
σ1858.081-1849.272=8.809
min1280.000
max6178.000-6164.000=14.000
mean13.537-12.371=1.167
σ1.667-0.379=1.288
min12.523-11.854=0.669
max17.557-13.125=4.432
op=column_set() on indexed, repeat
mean36.618-36.618=0.000
σ0.002-0.002=-0.000
min36.616-36.616=0.000
max36.620-36.620=-0.000
mean3887.250-3877.125=10.125
σ1858.081-1849.272=8.809
min1280.000
max6178.000-6164.000=14.000
mean13.544-12.478=1.066
σ1.996-0.681=1.314
min11.772-11.351=0.421
max18.185-13.218=4.967
op=table_records(), no indexes
mean41.930-41.929=0.000
σ0.002-0.002=0.000
min41.928-41.928=0.000
max41.933-41.932=0.001
mean6178.000-6164.000=14.000
σ0.000
min6178.000-6164.000=14.000
max6178.000-6164.000=14.000
mean15.131-14.443=0.687
σ0.515-0.313=0.202
min13.993-13.965=0.027
max15.656-14.945=0.712
op=table_records(), repeat
mean41.928-41.928=-0.000
σ0.000-0.000=-0.000
min41.928
max41.929-41.929=0.000
mean3738.750-3877.125=-138.375
σ1831.031-1849.272=-18.242
min1280.000
max6178.000-6164.000=14.000
mean13.682-13.062=0.620
σ1.841-1.510=0.331
min11.101-10.677=0.424
max15.325-14.643=0.682
op=vertical_lookup_list() on indexed, after table_records()
mean27.653-27.654=-0.000
σ0.136-0.136=-0.000
min27.604
max27.991-27.991=-0.000
mean3738.750-3877.125=-138.375
σ1831.031-1849.272=-18.242
min1280.000
max6178.000-6164.000=14.000
mean9.100-8.657=0.443
σ0.281-0.726=-0.445
min8.723-7.916=0.807
max9.485-10.338=-0.853
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401-26.401=0.000
σ0.002-0.002=-0.000
min26.400-26.400=0.000
max26.404
mean3738.750-3877.125=-138.375
σ1831.031-1849.272=-18.242
min1280.000
max6178.000-6164.000=14.000
mean6.853-6.602=0.251
σ0.271-0.628=-0.357
min6.432-5.966=0.466
max7.161-8.022=-0.861
op=vertical_lookup_row_list() on 2 indexed
mean25.669-25.669=-0.000
σ0.003-0.003=-0.000
min25.666-25.666=0.000
max25.674
mean3887.250-3877.125=10.125
σ1858.081-1849.272=8.809
min1280.000
max6178.000-6164.000=14.000
mean6.229-5.509=0.721
σ0.605-0.104=0.501
min5.767-5.317=0.450
max7.674-5.613=2.061
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=0.000
σ0.002-0.002=-0.000
min25.968-25.968=0.000
max25.974
mean3887.250-3877.125=10.125
σ1858.081-1849.272=8.809
min1280.000
max6178.000-6164.000=14.000
mean6.031-5.340=0.691
σ0.571-0.097=0.474
min5.735-5.177=0.558
max7.430-5.486=1.944

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean2524.604-2524.604=-0.000
σ0.002-0.002=0.000
min2524.602-2524.602=-0.000
max2524.606-2524.606=0.000
mean6178.000-6164.000=14.000
σ0.000
min6178.000-6164.000=14.000
max6178.000-6164.000=14.000
mean1289.320-1207.346=81.974
σ459.210-320.509=138.700
min1029.444-1030.751=-1.307
max2079.573-1894.934=184.639
op=load_product(), with indexes
mean7878.102-7878.102=0.000
σ0.469-0.469=-0.000
min7877.935-7877.935=-0.000
max7879.264-7879.264=0.000
mean3243.750-3235.500=8.250
σ1850.832-1840.999=9.832
min809.000
max6178.000-6164.000=14.000
mean3855.482-3806.446=49.036
σ1263.593-1287.543=-23.950
min3099.286-3101.973=-2.687
max6198.570-6195.618=2.952

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.078-62.078=0.000
σ0.002-0.002=-0.000
min62.076-62.076=0.000
max62.080-62.081=-0.001
mean3887.250-3877.125=10.125
σ1858.081-1849.272=8.809
min1280.000
max6178.000-6164.000=14.000
mean179.354-84.480=94.874
σ278.478-14.025=264.453
min70.684-70.867=-0.183
max867.883-101.978=765.904
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=0.000
σ0.002-0.002=0.000
min40.945
max40.949-40.948=0.000
mean6178.000-6164.000=14.000
σ0.000
min6178.000-6164.000=14.000
max6178.000-6164.000=14.000
mean64.196-64.423=-0.228
σ3.683-3.917=-0.234
min61.162-60.811=0.351
max69.657-69.750=-0.093
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.687-66.687=0.000
σ0.002-0.001=0.000
min66.686-66.686=-0.000
max66.690-66.690=0.000
mean6178.000-6164.000=14.000
σ0.000
min6178.000-6164.000=14.000
max6178.000-6164.000=14.000
mean99.727-99.393=0.333
σ0.802-1.379=-0.577
min98.813-98.283=0.531
max101.423-102.480=-1.057

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11849.156-11849.156=-0.000
σ4.304-4.304=0.000
min11847.561
max11859.806
mean3738.750-3877.125=-138.375
σ1831.031-1849.272=-18.242
min1280.000
max6178.000-6164.000=14.000
mean6076.352-6530.425=-454.074
σ1329.043-1375.690=-46.647
min5020.998-5079.134=-58.136
max8332.144-8380.692=-48.548
op=vertical_lookup_list() on indexed
mean10791.093-10791.094=-0.000
σ0.002-0.002=0.000
min10791.091-10791.092=-0.000
max10791.096-10791.096=-0.000
mean6178.000-6164.000=14.000
σ0.000
min6178.000-6164.000=14.000
max6178.000-6164.000=14.000
mean5116.469-5393.418=-276.949
σ1447.691-1510.799=-63.108
min4047.819-4073.281=-25.462
max7130.537-7432.170=-301.633

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean477.000
σ0.000
min477.000
max477.000
mean381.860-385.218=-3.358
σ19.277-20.890=-1.613
min350.188-351.515=-1.327
max398.568-404.390=-5.822
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean561.000-560.000=1.000
σ0.000
min561.000-560.000=1.000
max561.000-560.000=1.000
mean748.425-727.896=20.529
σ62.275-74.332=-12.057
min637.770-599.055=38.715
max800.692-800.129=0.563

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.328-1024.328=-0.001
σ0.758-0.758=-0.000
min1023.855-1023.852=0.003
max1027.465-1027.465=0.001
mean1050.250-1050.500=-0.250
σ312.807-312.910=-0.103
min592.000-593.000=-1.000
max1513.000-1514.000=-1.000
mean1.590-1.586=0.003
σ0.080-0.072=0.008
min1.505-1.512=-0.007
max1.779-1.771=0.008

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
mean0.421-0.305=0.116
σ0.516-0.297=0.218
min0.149-0.144=0.005
max1.341-0.833=0.508
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.824-0.472=0.352
σ0.519-0.316=0.203
min0.579-0.320=0.259
max1.752-1.038=0.714
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.371-0.214=0.158
σ0.035-0.024=0.011
min0.335-0.197=0.137
max0.413-0.255=0.158
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.584-0.329=0.256
σ0.032-0.019=0.014
min0.560-0.317=0.243
max0.639-0.362=0.278

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean435.600-436.000=-0.400
σ5.079-2.236=2.843
min431.000-432.000=-1.000
max441.000-437.000=4.000
mean0.582-0.542=0.040
σ0.111-0.020=0.091
min0.458-0.530=-0.072
max0.741-0.577=0.164
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean441.000-437.000=4.000
σ0.000
min441.000-437.000=4.000
max441.000-437.000=4.000
mean0.465-0.489=-0.025
σ0.026-0.036=-0.010
min0.428-0.439=-0.011
max0.500-0.523=-0.023

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean441.000-437.000=4.000
σ0.000
min441.000-437.000=4.000
max441.000-437.000=4.000
mean2.635-1.971=0.664
σ0.092-0.079=0.013
min2.447-1.853=0.594
max3.006-2.377=0.629
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean441.000-437.000=4.000
σ0.000
min441.000-437.000=4.000
max441.000-437.000=4.000
mean2.306-2.504=-0.197
σ0.353-0.248=0.104
min1.833-1.868=-0.035
max2.864-2.944=-0.081
name=record_render_success.art
mean2.289
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
mean0.304-0.304=-0.000
σ0.009-0.008=0.000
min0.286-0.291=-0.006
max0.350-0.357=-0.007
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
mean0.294-0.292=0.002
σ0.033-0.011=0.021
min0.276-0.277=-0.001
max0.608-0.378=0.230

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.823-298.656=0.167
σ1.023-0.975=0.047
min298.394-298.193=0.201
max301.729-301.420=0.308
mean440.300-441.500=-1.200
σ13.945-18.180=-4.235
min425.000-414.000=11.000
max463.000-467.000=-4.000
mean0.598-0.613=-0.015
σ0.027-0.014=0.013
min0.555-0.595=-0.040
max0.646-0.639=0.006

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678-236.678=-0.000
σ0.000-0.000=-0.000
min236.678
max236.678-236.678=-0.000
mean1683.000-1717.125=-34.125
σ0.000-8.132=-8.132
min1683.000-1697.000=-14.000
max1683.000-1720.000=-37.000
mean213.471-211.815=1.656
σ4.157-4.566=-0.409
min205.779-206.654=-0.875
max220.041-220.388=-0.347
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1683.000-1717.125=-34.125
σ0.000-8.132=-8.132
min1683.000-1697.000=-14.000
max1683.000-1720.000=-37.000
mean9.982-10.117=-0.135
σ1.378-1.128=0.249
min7.695-9.382=-1.687
max12.627-12.826=-0.199
phase=parser
mean1042.367
σ0.000
min1042.367
max1042.367
mean1683.000-1717.125=-34.125
σ0.000-8.132=-8.132
min1683.000-1697.000=-14.000
max1683.000-1720.000=-37.000
mean633.400-634.677=-1.277
σ61.403-119.251=-57.848
min579.497-379.704=199.793
max719.083-727.039=-7.957
phase=processProdDef
mean4753.276
σ0.000
min4753.276
max4753.276
mean1683.000-1720.000=-37.000
σ0.000
min1683.000-1720.000=-37.000
max1683.000-1720.000=-37.000
mean4307.049-4624.594=-317.546
σ306.904-610.743=-303.839
min3836.242-3550.680=285.562
max4808.452-5647.595=-839.143
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1683.000-1717.125=-34.125
σ0.000-8.132=-8.132
min1683.000-1697.000=-14.000
max1683.000-1720.000=-37.000
mean36.706-38.464=-1.758
σ6.569-9.777=-3.208
min26.752-25.061=1.691
max47.289-50.296=-3.007
phase=type checker
mean990.454
σ0.071
min990.348
max990.567
mean1683.000-1717.125=-34.125
σ0.000-8.132=-8.132
min1683.000-1697.000=-14.000
max1683.000-1720.000=-37.000
mean722.545-752.678=-30.133
σ71.690-100.715=-29.024
min655.041-656.180=-1.138
max868.097-943.895=-75.798

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.918-293.917=0.000
σ0.038-0.038=0.000
min293.865-293.863=0.001
max293.957-293.956=0.000
mean445.000-447.000=-2.000
σ0.000
min445.000-447.000=-2.000
max445.000-447.000=-2.000
mean0.405-0.398=0.007
σ0.010-0.007=0.003
min0.395-0.393=0.003
max0.418-0.406=0.012
iters=5
new-facts=1
prior-facts=6402
mean1320.293-1320.297=-0.004
σ0.041-0.032=0.009
min1320.242-1320.256=-0.014
max1320.339-1320.332=0.006
mean1107.800-1089.600=18.200
σ171.025-168.971=2.054
min895.000-888.000=7.000
max1331.000-1320.000=11.000
mean2.254-2.312=-0.058
σ0.084-0.159=-0.075
min2.166-2.103=0.063
max2.362-2.474=-0.111
iters=5
new-facts=6402
prior-facts=1
mean1559.482-1559.465=0.016
σ3.334-3.409=-0.075
min1557.859-1557.767=0.093
max1565.441-1565.558=-0.117
mean635.600-623.400=12.200
σ74.835-89.985=-15.150
min537.000-509.000=28.000
max726.000-728.000=-2.000
mean2.404-2.413=-0.009
σ0.240-0.321=-0.081
min2.186-2.155=0.032
max2.697-2.927=-0.230
iters=5
new-facts=6402
prior-facts=6402
mean1882.269-1882.271=-0.001
σ0.048-0.061=-0.013
min1882.213-1882.197=0.016
max1882.332-1882.353=-0.021
mean1758.800-1720.200=38.600
σ219.059-194.301=24.758
min1479.000-1451.000=28.000
max1970.000-1900.000=70.000
mean3.233-3.093=0.140
σ0.262-0.320=-0.058
min2.909-2.881=0.028
max3.587-3.660=-0.073

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.687-1.852=-0.165
σ0.114-0.045=0.069
min1.558-1.820=-0.262
max1.795-1.926=-0.130

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.411-452.411=0.000
σ583.279-583.279=0.000
min160.767-160.768=-0.001
max1327.328-1327.328=0.000
mean102.250
σ8.500
min98.000
max115.000
mean444.000-445.000=-1.000
σ0.000
min444.000-445.000=-1.000
max444.000-445.000=-1.000
mean0.555-0.539=0.016
σ0.568-0.537=0.031
min0.268-0.269=-0.001
max1.408-1.345=0.062
policies=20
mean1608.048-1608.036=0.012
σ0.420-0.420=0.000
min1607.761-1607.753=0.008
max1608.670-1608.658=0.012
mean980.000
σ0.000
min980.000
max980.000
mean447.750-453.000=-5.250
σ2.500-12.083=-9.583
min444.000-445.000=-1.000
max449.000-471.000=-22.000
mean2.706-2.715=-0.009
σ0.019-0.023=-0.004
min2.688-2.693=-0.005
max2.729-2.741=-0.012
policies=200
mean16088.531-16088.595=-0.064
σ0.058-0.091=-0.033
min16088.457-16088.539=-0.082
max16088.578-16088.732=-0.153
mean9800.000
σ0.000
min9800.000
max9800.000
mean497.500-500.250=-2.750
σ3.873-5.315=-1.442
min493.000-494.000=-1.000
max502.000-506.000=-4.000
mean27.312-27.288=0.024
σ0.079-0.054=0.025
min27.213-27.208=0.005
max27.402-27.327=0.075