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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
mean54.679-54.677=0.001
σ0.361-0.357=0.004
min54.541-54.542=-0.001
max55.706-55.693=0.013
mean420.000-416.000=4.000
σ0.000
min420.000-416.000=4.000
max420.000-416.000=4.000
mean0.146-0.140=0.006
σ0.013-0.006=0.007
min0.132-0.134=-0.002
max0.168-0.151=0.017
cache=y
dps=1
iters=10
policies=100
mean43.704-43.704=-0.000
σ0.006-0.006=0.000
min43.694-43.697=-0.003
max43.712-43.714=-0.002
mean420.000-416.700=3.300
σ0.000-0.483=-0.483
min420.000-416.000=4.000
max420.000-417.000=3.000
mean0.123-0.123=0.000
σ0.005-0.005=-0.000
min0.119-0.119=0.000
max0.132-0.133=-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
max36.620-36.620=0.000
mean3870.000-3865.750=4.250
σ1852.861-1833.795=19.067
min1279.000
max6169.000-6119.000=50.000
mean12.204-12.680=-0.476
σ0.288-0.287=0.001
min11.889-12.215=-0.326
max12.690-13.004=-0.314
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
mean3870.000-3865.750=4.250
σ1852.861-1833.795=19.067
min1279.000
max6169.000-6119.000=50.000
mean12.529-12.729=-0.200
σ0.336-0.685=-0.349
min11.785-11.505=0.281
max12.831-13.520=-0.689
op=table_records(), no indexes
mean41.930-41.930=-0.000
σ0.002-0.001=0.000
min41.928-41.929=-0.000
max41.932
mean6169.000-6119.000=50.000
σ0.000
min6169.000-6119.000=50.000
max6169.000-6119.000=50.000
mean14.711-14.996=-0.285
σ0.336-0.452=-0.116
min14.171-14.047=0.124
max15.124-15.630=-0.506
op=table_records(), repeat
mean41.928-41.928=-0.000
σ0.000-0.000=-0.000
min41.928
max41.928-41.929=-0.000
mean3870.000-3865.750=4.250
σ1852.861-1833.795=19.067
min1279.000
max6169.000-6119.000=50.000
mean13.083-14.008=-0.925
σ1.625-1.932=-0.307
min10.528-11.159=-0.631
max15.233-16.395=-1.163
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.654=0.001
σ0.136-0.136=-0.000
min27.604
max27.991-27.991=0.000
mean3870.000-3865.750=4.250
σ1852.861-1833.795=19.067
min1279.000
max6169.000-6119.000=50.000
mean8.721-9.504=-0.783
σ0.668-1.377=-0.709
min8.184-8.517=-0.333
max10.309-12.849=-2.540
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401
σ0.002-0.002=0.000
min26.400
max26.404
mean3870.000-3865.750=4.250
σ1852.861-1833.795=19.067
min1279.000
max6169.000-6119.000=50.000
mean6.612-7.204=-0.593
σ0.752-1.222=-0.470
min5.949-6.459=-0.510
max8.340-10.182=-1.843
op=vertical_lookup_row_list() on 2 indexed
mean25.669-25.669=0.000
σ0.003-0.003=-0.000
min25.666-25.665=0.000
max25.674
mean3870.000-3865.750=4.250
σ1852.861-1833.795=19.067
min1279.000
max6169.000-6119.000=50.000
mean5.506-6.087=-0.581
σ0.154-0.235=-0.082
min5.172-5.727=-0.556
max5.659-6.357=-0.698
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
max25.974-25.974=-0.000
mean3870.000-3865.750=4.250
σ1852.861-1833.795=19.067
min1279.000
max6169.000-6119.000=50.000
mean5.375-5.580=-0.205
σ0.130-0.149=-0.020
min5.247-5.375=-0.128
max5.666-5.833=-0.167

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
mean6169.000-6119.000=50.000
σ0.000
min6169.000-6119.000=50.000
max6169.000-6119.000=50.000
mean1321.822-1370.249=-48.427
σ517.431-601.879=-84.448
min1036.961-1041.027=-4.066
max2319.293-2452.290=-132.997
op=load_product(), with indexes
mean7878.102-7878.102=-0.000
σ0.469-0.469=-0.000
min7877.935
max7879.263-7879.264=-0.001
mean3226.875-3230.000=-3.125
σ1841.288-1830.796=10.492
min814.000-810.000=4.000
max6169.000-6119.000=50.000
mean3742.225-3735.666=6.559
σ1170.895-1172.269=-1.375
min3091.652-3104.434=-12.782
max5718.614-6089.920=-371.306

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
max62.081-62.081=-0.000
mean3870.000-3865.750=4.250
σ1852.861-1833.795=19.067
min1279.000
max6169.000-6119.000=50.000
mean83.894-87.103=-3.209
σ13.784-20.018=-6.234
min70.733-69.792=0.940
max101.688-125.510=-23.822
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=-0.000
σ0.002-0.002=-0.000
min40.945
max40.949
mean6169.000-6119.000=50.000
σ0.000
min6169.000-6119.000=50.000
max6169.000-6119.000=50.000
mean62.801-63.329=-0.528
σ3.836-3.239=0.597
min60.010-61.155=-1.145
max68.948-69.748=-0.799
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.687-66.687=-0.000
σ0.002-0.002=0.000
min66.686
max66.690-66.690=0.000
mean6169.000-6119.000=50.000
σ0.000
min6169.000-6119.000=50.000
max6169.000-6119.000=50.000
mean99.202-100.198=-0.997
σ0.711-1.636=-0.925
min97.736-98.687=-0.951
max100.177-103.796=-3.619

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11849.155-11849.156=-0.001
σ4.304-4.304=0.000
min11847.561-11847.561=-0.000
max11859.806
mean3870.000-3865.750=4.250
σ1852.861-1833.795=19.067
min1279.000
max6169.000-6119.000=50.000
mean6012.756-6406.655=-393.900
σ1301.283-1328.803=-27.521
min5051.480-5095.125=-43.645
max8256.569-8463.519=-206.950
op=vertical_lookup_list() on indexed
mean10791.094-10791.093=0.000
σ0.002-0.002=-0.000
min10791.092-10791.091=0.001
max10791.096
mean6169.000-6119.000=50.000
σ0.000
min6169.000-6119.000=50.000
max6169.000-6119.000=50.000
mean5072.374-4886.908=185.466
σ1534.846-1470.424=64.422
min4049.034-4087.797=-38.763
max7549.223-7378.059=171.164

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean477.000-478.000=-1.000
σ0.000
min477.000-478.000=-1.000
max477.000-478.000=-1.000
mean384.034-364.990=19.044
σ19.018-19.520=-0.502
min337.048-338.001=-0.952
max392.323-384.950=7.373
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean559.750-562.000=-2.250
σ0.463-0.000=0.463
min559.000-562.000=-3.000
max560.000-562.000=-2.000
mean773.331-716.955=56.376
σ16.739-58.675=-41.936
min746.145-615.700=130.445
max796.881-765.628=31.253

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.328-1024.329=-0.001
σ0.759-0.758=0.000
min1023.855-1023.855=0.000
max1027.465-1027.465=-0.000
mean1053.050-1050.300=2.750
σ322.004-319.545=2.459
min544.000
max1571.000-1564.000=7.000
mean1.556-1.567=-0.011
σ0.060-0.069=-0.009
min1.504-1.495=0.009
max1.747-1.759=-0.012

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
mean0.472-0.405=0.067
σ0.487-0.526=-0.039
min0.243-0.145=0.097
max1.343-1.344=-0.001
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.838-0.480=0.358
σ0.528-0.323=0.205
min0.569-0.327=0.242
max1.781-1.058=0.723
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.385-0.225=0.159
σ0.033-0.021=0.012
min0.360-0.205=0.155
max0.442-0.261=0.181
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.603-0.331=0.272
σ0.023-0.018=0.005
min0.583-0.316=0.267
max0.640-0.362=0.278

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.000-431.600=4.400
σ2.236-1.342=0.894
min432.000-431.000=1.000
max437.000-434.000=3.000
mean0.574-0.559=0.014
σ0.079-0.028=0.051
min0.470-0.530=-0.060
max0.681-0.590=0.091
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean437.000-441.000=-4.000
σ0.000
min437.000-441.000=-4.000
max437.000-441.000=-4.000
mean0.495-0.495=0.000
σ0.036-0.033=0.004
min0.456-0.457=-0.001
max0.531-0.531=-0.000

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean437.000-441.000=-4.000
σ0.000
min437.000-441.000=-4.000
max437.000-441.000=-4.000
mean1.976-2.604=-0.628
σ0.068-0.089=-0.020
min1.868-2.452=-0.584
max2.318-2.984=-0.666
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean437.000-441.000=-4.000
σ0.000
min437.000-441.000=-4.000
max437.000-441.000=-4.000
mean1.965-2.609=-0.644
σ0.074-0.105=-0.031
min1.861-2.447=-0.586
max2.301-3.153=-0.852
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean437.000-441.000=-4.000
σ0.000
min437.000-441.000=-4.000
max437.000-441.000=-4.000
mean0.305-0.307=-0.002
σ0.009-0.015=-0.006
min0.292-0.287=0.004
max0.361-0.415=-0.054
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean437.000-441.000=-4.000
σ0.000
min437.000-441.000=-4.000
max437.000-441.000=-4.000
mean0.293-0.291=0.002
σ0.008-0.013=-0.006
min0.274-0.274=-0.000
max0.330-0.363=-0.033

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.906-298.758=0.148
σ1.005-1.016=-0.011
min298.491-298.397=0.095
max301.764-301.647=0.117
mean441.700-441.200=0.500
σ13.242-18.504=-5.262
min425.000-417.000=8.000
max462.000-475.000=-13.000
mean0.581-0.589=-0.008
σ0.037-0.027=0.010
min0.529-0.554=-0.026
max0.645-0.641=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
mean1692.000-1686.000=6.000
σ0.000-2.828=-2.828
min1692.000-1679.000=13.000
max1692.000-1687.000=5.000
mean215.309-211.405=3.903
σ3.992-2.911=1.081
min208.113-206.207=1.906
max220.209-215.740=4.469
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1692.000-1686.000=6.000
σ0.000-2.828=-2.828
min1692.000-1679.000=13.000
max1692.000-1687.000=5.000
mean9.945-11.772=-1.827
σ2.284-1.401=0.883
min6.349-9.598=-3.249
max13.126-12.794=0.332
phase=parser
mean1042.367-1042.367=-0.000
σ0.000-0.000=0.000
min1042.367
max1042.367
mean1692.000-1686.000=6.000
σ0.000-2.828=-2.828
min1692.000-1679.000=13.000
max1692.000-1687.000=5.000
mean638.441-692.458=-54.016
σ119.822-65.623=54.199
min392.197-574.457=-182.260
max737.134-739.401=-2.266
phase=processProdDef
mean4753.276-4753.276=-0.000
σ0.000-0.000=-0.000
min4753.276
max4753.276
mean1692.000-1687.000=5.000
σ0.000
min1692.000-1687.000=5.000
max1692.000-1687.000=5.000
mean4385.101-4604.337=-219.236
σ690.005-375.728=314.277
min3301.058-3993.902=-692.844
max5205.866-5272.249=-66.384
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1692.000-1686.000=6.000
σ0.000-2.828=-2.828
min1692.000-1679.000=13.000
max1692.000-1687.000=5.000
mean36.268-41.980=-5.712
σ10.651-8.853=1.798
min20.293-29.771=-9.478
max50.403-48.467=1.936
phase=type checker
mean990.454
σ0.071
min990.348
max990.567
mean1692.000-1686.000=6.000
σ0.000-2.828=-2.828
min1692.000-1679.000=13.000
max1692.000-1687.000=5.000
mean715.331-819.618=-104.287
σ52.740-108.547=-55.807
min668.547-676.457=-7.910
max804.229-941.483=-137.255

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.916-293.918=-0.002
σ0.039-0.043=-0.004
min293.864-293.862=0.003
max293.957-293.965=-0.009
mean445.000-442.400=2.600
σ0.000-3.286=-3.286
min445.000-440.000=5.000
max445.000-446.000=-1.000
mean0.396-0.401=-0.005
σ0.005-0.009=-0.005
min0.391-0.394=-0.003
max0.404-0.414=-0.010
iters=5
new-facts=1
prior-facts=6402
mean1320.307-1320.303=0.003
σ0.031-0.039=-0.009
min1320.266-1320.254=0.011
max1320.339-1320.340=-0.002
mean1109.400-1086.200=23.200
σ183.621-164.081=19.540
min889.000
max1358.000-1308.000=50.000
mean2.251-2.349=-0.098
σ0.065-0.249=-0.183
min2.176-2.087=0.089
max2.310-2.696=-0.386
iters=5
new-facts=6402
prior-facts=1
mean1559.482-1559.427=0.055
σ3.402-3.377=0.025
min1557.811-1557.714=0.097
max1565.562-1565.460=0.102
mean628.400-625.400=3.000
σ90.049-88.053=1.996
min505.000-495.000=10.000
max727.000-730.000=-3.000
mean2.464-2.248=0.216
σ0.316-0.085=0.231
min2.185-2.179=0.006
max2.965-2.392=0.573
iters=5
new-facts=6402
prior-facts=6402
mean1882.274-1882.270=0.004
σ0.047-0.055=-0.008
min1882.207-1882.207=0.000
max1882.332-1882.347=-0.016
mean1758.600-1723.200=35.400
σ215.627-171.058=44.569
min1474.000-1477.000=-3.000
max1964.000-1882.000=82.000
mean3.287-3.036=0.251
σ0.340-0.376=-0.036
min2.931-2.778=0.153
max3.696-3.693=0.003

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.716-1.798=-0.083
σ0.148-0.122=0.025
min1.534-1.634=-0.101
max1.876-1.935=-0.058

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.411-452.408=0.003
σ583.278-583.277=0.001
min160.770-160.766=0.004
max1327.328-1327.324=0.004
mean102.250
σ8.500
min98.000
max115.000
mean444.000-442.000=2.000
σ0.000
min444.000-442.000=2.000
max444.000-442.000=2.000
mean0.543-0.544=-0.001
σ0.550-0.553=-0.003
min0.266-0.267=-0.002
max1.369-1.374=-0.005
policies=20
mean1608.004-1608.028=-0.023
σ0.343-0.413=-0.070
min1607.756-1607.745=0.011
max1608.509-1608.639=-0.130
mean980.000
σ0.000
min980.000
max980.000
mean447.750-445.000=2.750
σ2.500-2.000=0.500
min444.000-442.000=2.000
max449.000-446.000=3.000
mean2.694-2.698=-0.004
σ0.009-0.007=0.002
min2.683-2.690=-0.006
max2.704-2.707=-0.003
policies=200
mean16088.429-16088.562=-0.133
σ0.233-0.119=0.114
min16088.151-16088.417=-0.266
max16088.721-16088.707=0.014
mean9800.000
σ0.000
min9800.000
max9800.000
mean498.000-496.250=1.750
σ2.944-4.272=-1.328
min495.000-491.000=4.000
max501.000
mean27.176-27.166=0.010
σ0.064-0.002=0.062
min27.102-27.164=-0.062
max27.251-27.169=0.082