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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
mean558.664-558.633=0.031
σ0.000
min558.664-558.633=0.031
max558.664-558.633=0.031

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
mean54.887-54.679=0.209
σ0.356-0.361=-0.005
min54.754-54.541=0.213
max55.900-55.706=0.193
mean422.000-420.000=2.000
σ0.000
min422.000-420.000=2.000
max422.000-420.000=2.000
mean0.139-0.146=-0.007
σ0.007-0.013=-0.006
min0.131-0.132=-0.001
max0.151-0.168=-0.017
cache=y
dps=1
iters=10
policies=100
mean43.854-43.704=0.150
σ0.004-0.006=-0.001
min43.849-43.694=0.155
max43.861-43.712=0.149
mean422.000-420.000=2.000
σ0.000
min422.000-420.000=2.000
max422.000-420.000=2.000
mean0.123-0.123=0.000
σ0.005-0.005=0.001
min0.116-0.119=-0.003
max0.132-0.132=0.001

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
min36.616-36.616=-0.000
max36.620-36.620=0.000
mean4034.750-3870.000=164.750
σ2005.129-1852.861=152.268
min1219.000-1279.000=-60.000
max7134.000-6169.000=965.000
mean12.924-12.204=0.721
σ0.257-0.288=-0.031
min12.461-11.889=0.573
max13.267-12.690=0.577
op=column_set() on indexed, repeat
mean36.618-36.618=0.001
σ0.002-0.002=0.000
min36.616-36.616=0.000
max36.620-36.620=0.000
mean4034.750-3870.000=164.750
σ2005.129-1852.861=152.268
min1219.000-1279.000=-60.000
max7134.000-6169.000=965.000
mean12.517-12.529=-0.013
σ0.549-0.336=0.212
min11.869-11.785=0.084
max13.657-12.831=0.826
op=table_records(), no indexes
mean41.930-41.930=0.000
σ0.002-0.002=0.000
min41.928
max41.932-41.932=0.000
mean7134.000-6169.000=965.000
σ0.000
min7134.000-6169.000=965.000
max7134.000-6169.000=965.000
mean15.426-14.711=0.715
σ0.175-0.336=-0.161
min15.205-14.171=1.034
max15.685-15.124=0.561
op=table_records(), repeat
mean41.929-41.928=0.001
σ0.002-0.000=0.002
min41.927-41.928=-0.000
max41.932-41.928=0.004
mean4034.750-3870.000=164.750
σ2005.129-1852.861=152.268
min1219.000-1279.000=-60.000
max7134.000-6169.000=965.000
mean13.774-13.083=0.691
σ1.602-1.625=-0.023
min11.307-10.528=0.779
max15.325-15.233=0.093
op=vertical_lookup_list() on indexed, after table_records()
mean27.653-27.654=-0.001
σ0.136-0.136=0.000
min27.604-27.604=0.000
max27.991-27.991=-0.000
mean4034.750-3870.000=164.750
σ2005.129-1852.861=152.268
min1219.000-1279.000=-60.000
max7134.000-6169.000=965.000
mean9.340-8.721=0.619
σ0.739-0.668=0.072
min8.628-8.184=0.444
max10.929-10.309=0.619
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
max26.404-26.404=0.000
mean4034.750-3870.000=164.750
σ2005.129-1852.861=152.268
min1219.000-1279.000=-60.000
max7134.000-6169.000=965.000
mean7.021-6.612=0.409
σ0.883-0.752=0.131
min5.883-5.949=-0.066
max8.846-8.340=0.506
op=vertical_lookup_row_list() on 2 indexed
mean25.668-25.669=-0.001
σ0.004-0.003=0.002
min25.665-25.666=-0.000
max25.678-25.674=0.004
mean4034.750-3870.000=164.750
σ2005.129-1852.861=152.268
min1219.000-1279.000=-60.000
max7134.000-6169.000=965.000
mean5.867-5.506=0.362
σ0.158-0.154=0.005
min5.707-5.172=0.536
max6.176-5.659=0.516
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=-0.000
σ0.002-0.002=-0.001
min25.969-25.968=0.000
max25.972-25.974=-0.001
mean4034.750-3870.000=164.750
σ2005.129-1852.861=152.268
min1219.000-1279.000=-60.000
max7134.000-6169.000=965.000
mean5.662-5.375=0.288
σ0.104-0.130=-0.026
min5.450-5.247=0.203
max5.780-5.666=0.114

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.613-2524.604=-1502.991
σ0.002-0.002=-0.000
min1021.612-2524.602=-1502.990
max1021.616-2524.606=-1502.990
mean7134.000-6169.000=965.000
σ0.000
min7134.000-6169.000=965.000
max7134.000-6169.000=965.000
mean365.230-1321.822=-956.591
σ42.705-517.431=-474.726
min346.253-1036.961=-690.709
max470.786-2319.293=-1848.507
op=load_product(), with indexes
mean7917.793-7878.102=39.690
σ0.469-0.469=0.000
min7917.625-7877.935=39.690
max7918.954-7879.263=39.691
mean3266.750-3226.875=39.875
σ1821.992-1841.288=-19.296
min810.000-814.000=-4.000
max5614.000-6169.000=-555.000
mean3578.217-3742.225=-164.008
σ921.143-1170.895=-249.752
min3104.156-3091.652=12.504
max5632.063-5718.614=-86.551

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.077-62.078=-0.001
σ0.002-0.002=-0.000
min62.076-62.076=-0.000
max62.080-62.081=-0.000
mean4034.750-3870.000=164.750
σ2005.129-1852.861=152.268
min1219.000-1279.000=-60.000
max7134.000-6169.000=965.000
mean84.505-83.894=0.611
σ13.801-13.784=0.017
min70.949-70.733=0.217
max104.278-101.688=2.590
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=-0.000
σ0.002-0.002=0.000
min40.945-40.945=0.000
max40.950-40.949=0.001
mean7134.000-6169.000=965.000
σ0.000
min7134.000-6169.000=965.000
max7134.000-6169.000=965.000
mean62.803-62.801=0.003
σ1.123-3.836=-2.713
min61.884-60.010=1.874
max65.320-68.948=-3.628
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.688-66.687=0.001
σ0.002-0.002=0.001
min66.686-66.686=-0.000
max66.691-66.690=0.001
mean7134.000-6169.000=965.000
σ0.000
min7134.000-6169.000=965.000
max7134.000-6169.000=965.000
mean247.006-99.202=147.804
σ370.564-0.711=369.853
min98.492-97.736=0.756
max1158.056-100.177=1057.879

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-11849.155=2368.016
σ4.303-4.304=-0.001
min14215.575-11847.561=2368.014
max14227.820-11859.806=2368.014
mean4034.750-3870.000=164.750
σ2005.129-1852.861=152.268
min1219.000-1279.000=-60.000
max7134.000-6169.000=965.000
mean7677.491-6012.756=1664.735
σ1864.759-1301.283=563.477
min5971.658-5051.480=920.177
max10410.661-8256.569=2154.093
op=vertical_lookup_list() on indexed
mean13159.108-10791.094=2368.015
σ0.002-0.002=-0.000
min13159.105-10791.092=2368.014
max13159.110-10791.096=2368.014
mean7134.000-6169.000=965.000
σ0.000
min7134.000-6169.000=965.000
max7134.000-6169.000=965.000
mean5317.673-5072.374=245.299
σ624.976-1534.846=-909.870
min5022.889-4049.034=973.855
max6803.453-7549.223=-745.770

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean478.000-477.000=1.000
σ0.000
min478.000-477.000=1.000
max478.000-477.000=1.000
mean358.397-384.034=-25.636
σ33.284-19.018=14.266
min293.596-337.048=-43.452
max386.545-392.323=-5.779
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean561.000-559.750=1.250
σ0.000-0.463=-0.463
min561.000-559.000=2.000
max561.000-560.000=1.000
mean740.616-773.331=-32.715
σ62.395-16.739=45.656
min594.534-746.145=-151.611
max781.164-796.881=-15.717

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.300-1024.328=-0.028
σ0.758-0.759=-0.001
min1023.826-1023.855=-0.029
max1027.438-1027.465=-0.027
mean1047.400-1053.050=-5.650
σ313.997-322.004=-8.007
min573.000-544.000=29.000
max1511.000-1571.000=-60.000
mean1.594-1.556=0.038
σ0.077-0.060=0.017
min1.523-1.504=0.019
max1.799-1.747=0.052

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
mean0.298-0.472=-0.174
σ0.292-0.487=-0.195
min0.137-0.243=-0.105
max0.813-1.343=-0.530
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.477-0.838=-0.360
σ0.327-0.528=-0.202
min0.321-0.569=-0.248
max1.061-1.781=-0.720
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.222-0.385=-0.163
σ0.026-0.033=-0.007
min0.204-0.360=-0.157
max0.267-0.442=-0.175
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.329-0.603=-0.273
σ0.018-0.023=-0.006
min0.311-0.583=-0.272
max0.356-0.640=-0.284

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean433.800-436.000=-2.200
σ3.033-2.236=0.797
min431.000-432.000=-1.000
max437.000
mean0.548-0.574=-0.026
σ0.052-0.079=-0.026
min0.484-0.470=0.014
max0.610-0.681=-0.071
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean437.000
σ0.000
min437.000
max437.000
mean0.453-0.495=-0.042
σ0.035-0.036=-0.001
min0.397-0.456=-0.058
max0.492-0.531=-0.039

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean437.000
σ0.000
min437.000
max437.000
mean2.589-1.976=0.614
σ0.086-0.068=0.018
min2.452-1.868=0.584
max2.831-2.318=0.513
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean437.000
σ0.000
min437.000
max437.000
mean2.589-1.965=0.625
σ0.079-0.074=0.006
min2.453-1.861=0.593
max2.773-2.301=0.473
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean437.000
σ0.000
min437.000
max437.000
mean0.302-0.305=-0.004
σ0.008-0.009=-0.001
min0.285-0.292=-0.007
max0.349-0.361=-0.012
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean437.000
σ0.000
min437.000
max437.000
mean0.295-0.293=0.002
σ0.010-0.008=0.002
min0.280-0.274=0.006
max0.362-0.330=0.032

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.610-298.906=-0.296
σ0.936-1.005=-0.069
min298.196-298.491=-0.295
max301.268-301.764=-0.496
mean445.500-441.700=3.800
σ16.814-13.242=3.573
min417.000-425.000=-8.000
max466.000-462.000=4.000
mean0.615-0.581=0.034
σ0.014-0.037=-0.022
min0.595-0.529=0.066
max0.648-0.645=0.003

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
mean955.000-1692.000=-737.000
σ22.627-0.000=22.627
min899.000-1692.000=-793.000
max963.000-1692.000=-729.000
mean210.771-215.309=-4.537
σ3.180-3.992=-0.813
min207.009-208.113=-1.105
max214.599-220.209=-5.610
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean954.250-1692.000=-737.750
σ24.749-0.000=24.749
min893.000-1692.000=-799.000
max963.000-1692.000=-729.000
mean8.749-9.945=-1.195
σ2.096-2.284=-0.188
min6.441-6.349=0.092
max12.617-13.126=-0.509
phase=parser
mean1042.363-1042.367=-0.004
σ0.000-0.000=0.000
min1042.363-1042.367=-0.004
max1042.364-1042.367=-0.004
mean954.250-1692.000=-737.750
σ24.749-0.000=24.749
min893.000-1692.000=-799.000
max963.000-1692.000=-729.000
mean495.570-638.441=-142.872
σ104.630-119.822=-15.192
min405.347-392.197=13.150
max722.652-737.134=-14.482
phase=processProdDef
mean4850.767-4753.276=97.492
σ0.000-0.000=-0.000
min4850.767-4753.276=97.492
max4850.767-4753.276=97.491
mean963.000-1692.000=-729.000
σ0.000
min963.000-1692.000=-729.000
max963.000-1692.000=-729.000
mean4827.707-4385.101=442.606
σ510.049-690.005=-179.957
min3787.479-3301.058=486.421
max5426.514-5205.866=220.649
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean954.250-1692.000=-737.750
σ24.749-0.000=24.749
min893.000-1692.000=-799.000
max963.000-1692.000=-729.000
mean33.141-36.268=-3.127
σ10.541-10.651=-0.110
min20.515-20.293=0.222
max47.590-50.403=-2.812
phase=type checker
mean990.454
σ0.071
min990.348
max990.567
mean954.750-1692.000=-737.250
σ23.335-0.000=23.335
min897.000-1692.000=-795.000
max963.000-1692.000=-729.000
mean695.992-715.331=-19.338
σ47.253-52.740=-5.487
min654.467-668.547=-14.079
max796.528-804.229=-7.701

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.823-293.916=-0.094
σ0.038-0.039=-0.001
min293.769-293.864=-0.095
max293.861-293.957=-0.095
mean439.200-445.000=-5.800
σ1.643-0.000=1.643
min438.000-445.000=-7.000
max441.000-445.000=-4.000
mean0.392-0.396=-0.004
σ0.001-0.005=-0.004
min0.391-0.391=-0.000
max0.394-0.404=-0.010
iters=5
new-facts=1
prior-facts=6402
mean1320.217-1320.307=-0.090
σ0.035-0.031=0.004
min1320.162-1320.266=-0.104
max1320.249-1320.339=-0.090
mean1083.000-1109.400=-26.400
σ172.272-183.621=-11.350
min877.000-889.000=-12.000
max1314.000-1358.000=-44.000
mean2.284-2.251=0.033
σ0.153-0.065=0.088
min2.176-2.176=0.001
max2.549-2.310=0.240
iters=5
new-facts=6402
prior-facts=1
mean1560.601-1559.482=1.119
σ6.196-3.402=2.795
min1557.636-1557.811=-0.174
max1571.681-1565.562=6.119
mean609.000-628.400=-19.400
σ94.655-90.049=4.606
min495.000-505.000=-10.000
max732.000-727.000=5.000
mean2.236-2.464=-0.228
σ0.049-0.316=-0.266
min2.170-2.185=-0.015
max2.303-2.965=-0.662
iters=5
new-facts=6402
prior-facts=6402
mean1882.175-1882.274=-0.099
σ0.058-0.047=0.011
min1882.105-1882.207=-0.102
max1882.256-1882.332=-0.075
mean1726.200-1758.600=-32.400
σ179.998-215.627=-35.629
min1467.000-1474.000=-7.000
max1889.000-1964.000=-75.000
mean3.146-3.287=-0.141
σ0.282-0.340=-0.058
min2.942-2.931=0.011
max3.618-3.696=-0.078

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.710-1.716=-0.005
σ0.162-0.148=0.015
min1.461-1.534=-0.073
max1.854-1.876=-0.022

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.083-452.411=-0.328
σ582.722-583.278=-0.556
min160.721-160.770=-0.049
max1326.167-1327.328=-1.162
mean102.250
σ8.500
min98.000
max115.000
mean441.000-444.000=-3.000
σ0.000
min441.000-444.000=-3.000
max441.000-444.000=-3.000
mean0.549-0.543=0.006
σ0.554-0.550=0.003
min0.267-0.266=0.001
max1.380-1.369=0.011
policies=20
mean1607.535-1608.004=-0.470
σ0.404-0.343=0.061
min1607.258-1607.756=-0.498
max1608.133-1608.509=-0.377
mean980.000
σ0.000
min980.000
max980.000
mean444.750-447.750=-3.000
σ7.500-2.500=5.000
min441.000-444.000=-3.000
max456.000-449.000=7.000
mean2.681-2.694=-0.013
σ0.022-0.009=0.013
min2.663-2.683=-0.021
max2.709-2.704=0.005
policies=200
mean16083.370-16088.429=-5.059
σ0.184-0.233=-0.049
min16083.167-16088.151=-4.984
max16083.609-16088.721=-5.112
mean9800.000
σ0.000
min9800.000
max9800.000
mean494.750-498.000=-3.250
σ5.377-2.944=2.434
min488.000-495.000=-7.000
max501.000
mean27.185-27.176=0.009
σ0.064-0.064=-0.001
min27.114-27.102=0.011
max27.269-27.251=0.017