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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
mean558.695-558.633=0.062
σ0.000
min558.695-558.633=0.062
max558.695-558.633=0.062

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
mean54.883-54.882=0.001
σ0.361-0.359=0.002
min54.750-54.744=0.006
max55.909-55.903=0.006
mean421.000-416.000=5.000
σ0.000
min421.000-416.000=5.000
max421.000-416.000=5.000
mean0.143-0.140=0.003
σ0.005-0.005=0.000
min0.139-0.137=0.003
max0.151-0.148=0.003
cache=y
dps=1
iters=10
policies=100
mean43.848-43.848=0.001
σ0.007-0.005=0.001
min43.838-43.840=-0.002
max43.860-43.857=0.003
mean421.000-416.000=5.000
σ0.000
min421.000-416.000=5.000
max421.000-416.000=5.000
mean0.122-0.121=0.001
σ0.005-0.004=0.001
min0.116-0.116=0.001
max0.129-0.127=0.002

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
mean4029.625-4042.375=-12.750
σ2001.419-2011.167=-9.748
min1218.000-1217.000=1.000
max7130.000-7158.000=-28.000
mean13.035-12.474=0.561
σ0.256-0.294=-0.037
min12.790-12.065=0.726
max13.450-12.902=0.548
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
mean4029.625-4042.375=-12.750
σ2001.419-2011.167=-9.748
min1218.000-1217.000=1.000
max7130.000-7158.000=-28.000
mean12.833-12.421=0.412
σ0.653-0.784=-0.130
min12.147-11.246=0.901
max13.729-13.274=0.455
op=table_records(), no indexes
mean41.930-41.930=-0.000
σ0.002-0.002=-0.000
min41.928
max41.932-41.933=-0.001
mean7130.000-7158.000=-28.000
σ0.000
min7130.000-7158.000=-28.000
max7130.000-7158.000=-28.000
mean14.817-14.639=0.178
σ1.334-0.071=1.263
min11.526-14.513=-2.987
max15.437-14.723=0.714
op=table_records(), repeat
mean41.929-41.929=0.000
σ0.002-0.002=-0.000
min41.927-41.927=0.000
max41.932-41.932=0.000
mean4029.625-4042.375=-12.750
σ2001.419-2011.167=-9.748
min1218.000-1217.000=1.000
max7130.000-7158.000=-28.000
mean13.500-13.383=0.117
σ1.947-1.679=0.267
min11.211-10.739=0.472
max15.583-14.888=0.695
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.654=-0.000
σ0.136-0.136=0.000
min27.604-27.604=0.000
max27.991-27.991=0.000
mean4029.625-4042.375=-12.750
σ2001.419-2011.167=-9.748
min1218.000-1217.000=1.000
max7130.000-7158.000=-28.000
mean9.120-8.899=0.221
σ0.147-1.195=-1.048
min8.965-8.199=0.766
max9.354-11.826=-2.472
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401-26.401=-0.000
σ0.002-0.002=0.000
min26.400
max26.404
mean4029.625-4042.375=-12.750
σ2001.419-2011.167=-9.748
min1218.000-1217.000=1.000
max7130.000-7158.000=-28.000
mean7.034-6.809=0.225
σ0.173-1.262=-1.089
min6.627-5.435=1.191
max7.184-9.775=-2.592
op=vertical_lookup_row_list() on 2 indexed
mean25.668-25.668=0.000
σ0.004-0.004=0.000
min25.665-25.665=0.000
max25.678-25.677=0.000
mean4029.625-4042.375=-12.750
σ2001.419-2011.167=-9.748
min1218.000-1217.000=1.000
max7130.000-7158.000=-28.000
mean6.180-5.519=0.661
σ0.136-0.154=-0.019
min5.925-5.316=0.609
max6.395-5.742=0.653
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=0.000
σ0.002-0.002=0.000
min25.968-25.969=-0.000
max25.972-25.972=0.000
mean4029.625-4042.375=-12.750
σ2001.419-2011.167=-9.748
min1218.000-1217.000=1.000
max7130.000-7158.000=-28.000
mean5.927-5.301=0.626
σ0.090-0.061=0.030
min5.817-5.217=0.600
max6.065-5.401=0.664

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.613-1021.613=0.000
σ0.002-0.002=-0.000
min1021.612
max1021.616
mean7130.000-7158.000=-28.000
σ0.000
min7130.000-7158.000=-28.000
max7130.000-7158.000=-28.000
mean361.047-387.926=-26.879
σ41.159-120.183=-79.024
min341.759-343.935=-2.177
max462.668-685.347=-222.679
op=load_product(), with indexes
mean7917.792-7917.792=0.000
σ0.469-0.469=0.000
min7917.625-7917.624=0.001
max7918.954-7918.953=0.000
mean3263.500-3272.750=-9.250
σ1815.074-1823.485=-8.411
min809.000-808.000=1.000
max5601.000-5619.000=-18.000
mean3717.341-3733.392=-16.051
σ1170.879-1228.274=-57.395
min3084.722-3064.856=19.866
max5979.468-6177.480=-198.012

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.077-62.077=-0.000
σ0.002-0.002=0.000
min62.076-62.076=-0.001
max62.080
mean4029.625-4042.375=-12.750
σ2001.419-2011.167=-9.748
min1218.000-1217.000=1.000
max7130.000-7158.000=-28.000
mean86.324-85.414=0.911
σ15.393-20.309=-4.916
min72.031-70.019=2.012
max110.639-124.126=-13.487
op=vertical_lookup_list() on unindexed missing Int
mean40.946
σ0.002
min40.945
max40.950
mean7130.000-7158.000=-28.000
σ0.000
min7130.000-7158.000=-28.000
max7130.000-7158.000=-28.000
mean77.190-60.622=16.568
σ45.453-0.407=45.046
min60.260-59.779=0.481
max189.652-61.074=128.578
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.688-66.688=0.000
σ0.002-0.002=0.000
min66.686
max66.691-66.691=0.000
mean7130.000-7158.000=-28.000
σ0.000
min7130.000-7158.000=-28.000
max7130.000-7158.000=-28.000
mean223.995-99.330=124.665
σ352.393-0.790=351.603
min97.610-98.285=-0.675
max1096.118-100.402=995.716

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-14217.171=0.000
σ4.303-4.304=-0.000
min14215.576-14215.575=0.001
max14227.820
mean4029.625-4042.375=-12.750
σ2001.419-2011.167=-9.748
min1218.000-1217.000=1.000
max7130.000-7158.000=-28.000
mean7626.787-8122.886=-496.099
σ1878.274-1842.390=35.884
min5932.437-6030.696=-98.259
max10531.208-11054.139=-522.931
op=vertical_lookup_list() on indexed
mean13159.108-13159.109=-0.000
σ0.002-0.002=-0.000
min13159.106
max13159.110
mean7130.000-7158.000=-28.000
σ0.000
min7130.000-7158.000=-28.000
max7130.000-7158.000=-28.000
mean5261.654-5113.480=148.174
σ586.982-206.699=380.283
min4964.826-4981.078=-16.253
max6647.787-5447.167=1200.620

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean478.000-474.000=4.000
σ0.000
min478.000-474.000=4.000
max478.000-474.000=4.000
mean378.911-355.470=23.441
σ17.503-43.710=-26.207
min347.550-294.139=53.411
max392.399-390.176=2.223
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean562.000-559.875=2.125
σ0.000-0.354=-0.354
min562.000-559.000=3.000
max562.000-560.000=2.000
mean771.989-749.194=22.795
σ14.511-53.434=-38.923
min745.904-652.281=93.623
max793.169-803.074=-9.905

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.298-1024.301=-0.002
σ0.759-0.759=0.000
min1023.824-1023.827=-0.003
max1027.437-1027.437=0.000
mean1034.650-1052.200=-17.550
σ295.539-301.264=-5.725
min552.000-563.000=-11.000
max1433.000-1460.000=-27.000
mean1.576-1.560=0.016
σ0.086-0.053=0.033
min1.494-1.498=-0.004
max1.804-1.661=0.143

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
mean0.520-0.303=0.217
σ0.577-0.305=0.272
min0.245-0.139=0.106
max1.551-0.845=0.706
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.823-0.473=0.350
σ0.511-0.321=0.190
min0.578-0.320=0.258
max1.736-1.046=0.690
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.385-0.221=0.164
σ0.038-0.019=0.018
min0.355-0.204=0.150
max0.446-0.251=0.195
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.587-0.327=0.260
σ0.030-0.021=0.008
min0.559-0.310=0.249
max0.635-0.363=0.272

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
mean0.578-0.551=0.027
σ0.106-0.047=0.059
min0.467-0.503=-0.035
max0.747-0.608=0.139
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
mean0.477-0.460=0.017
σ0.050-0.040=0.009
min0.413-0.422=-0.009
max0.525-0.525=0.000

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
mean2.656-2.654=0.002
σ0.097-0.091=0.005
min2.482-2.464=0.017
max3.084-2.990=0.094
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
mean2.567-2.638=-0.070
σ0.075-0.083=-0.008
min2.428-2.439=-0.011
max2.899-2.819=0.080
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
mean0.296-0.308=-0.012
σ0.010-0.008=0.002
min0.279-0.294=-0.015
max0.342-0.351=-0.009
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
mean0.295-0.296=-0.001
σ0.007-0.014=-0.008
min0.282-0.283=-0.000
max0.325-0.421=-0.096

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.874-298.690=0.184
σ0.950-0.986=-0.035
min298.332-298.225=0.108
max301.559-301.480=0.079
mean440.400-440.800=-0.400
σ16.588-14.808=1.779
min417.000-420.000=-3.000
max470.000-463.000=7.000
mean0.596-0.599=-0.002
σ0.018-0.020=-0.002
min0.571-0.567=0.005
max0.637-0.639=-0.002

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.681-236.678=0.004
σ0.000
min236.681-236.678=0.004
max236.681-236.678=0.004
mean1064.875-1065.625=-0.750
σ34.295-35.002=-0.707
min980.000-979.000=1.000
max1077.000-1078.000=-1.000
mean212.557-213.376=-0.819
σ3.136-2.963=0.173
min207.657-210.005=-2.347
max217.362-217.596=-0.234
phase=macro expansion
mean6.133-6.130=0.004
σ0.000
min6.133-6.130=0.004
max6.133-6.130=0.004
mean1064.875-1065.625=-0.750
σ34.295-35.002=-0.707
min980.000-979.000=1.000
max1077.000-1078.000=-1.000
mean8.171-8.560=-0.389
σ1.599-2.396=-0.797
min6.324-6.367=-0.043
max9.758-12.752=-2.994
phase=parser
mean1042.362-1042.363=-0.001
σ0.000-0.000=-0.000
min1042.361-1042.362=-0.001
max1042.362-1042.363=-0.001
mean1064.875-1065.625=-0.750
σ34.295-35.002=-0.707
min980.000-979.000=1.000
max1077.000-1078.000=-1.000
mean512.524-584.033=-71.509
σ52.931-102.360=-49.429
min434.780-477.592=-42.813
max614.637-753.489=-138.852
phase=processProdDef
mean4850.764-4850.764=-0.000
σ0.000
min4850.764-4850.764=-0.000
max4850.765-4850.765=-0.000
mean1077.000-1078.000=-1.000
σ0.000
min1077.000-1078.000=-1.000
max1077.000-1078.000=-1.000
mean4896.856-4788.422=108.434
σ409.520-604.265=-194.746
min4148.100-3616.750=531.350
max5271.905-5569.193=-297.288
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1064.875-1065.625=-0.750
σ34.295-35.002=-0.707
min980.000-979.000=1.000
max1077.000-1078.000=-1.000
mean31.138-29.875=1.263
σ9.743-10.287=-0.544
min20.642-20.593=0.049
max40.448-47.820=-7.372
phase=type checker
mean990.450
σ0.071
min990.344
max990.563
mean1064.875-1065.625=-0.750
σ34.295-35.002=-0.707
min980.000-979.000=1.000
max1077.000-1078.000=-1.000
mean723.226-749.509=-26.283
σ99.037-116.668=-17.631
min649.687-652.938=-3.251
max883.742-920.770=-37.028

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.820-293.819=0.000
σ0.037-0.038=-0.000
min293.767-293.767=0.000
max293.858-293.858=0.000
mean443.000-443.400=-0.400
σ0.000-0.548=-0.548
min443.000
max443.000-444.000=-1.000
mean0.393-0.394=-0.001
σ0.002-0.006=-0.005
min0.391-0.389=0.002
max0.395-0.404=-0.009
iters=5
new-facts=1
prior-facts=6402
mean1320.220-1320.200=0.019
σ0.037-0.052=-0.015
min1320.160-1320.144=0.016
max1320.250-1320.246=0.004
mean1071.600-1067.200=4.400
σ167.953-164.756=3.197
min843.000-845.000=-2.000
max1272.000-1269.000=3.000
mean2.277-2.224=0.053
σ0.127-0.062=0.065
min2.187-2.149=0.038
max2.501-2.311=0.189
iters=5
new-facts=6402
prior-facts=1
mean1560.617-1560.630=-0.013
σ6.225-6.204=0.020
min1557.619-1557.693=-0.074
max1571.747-1571.726=0.021
mean619.000-618.600=0.400
σ82.741-82.473=0.268
min494.000
max716.000
mean2.295-2.347=-0.051
σ0.199-0.254=-0.055
min2.162-2.139=0.023
max2.648-2.696=-0.048
iters=5
new-facts=6402
prior-facts=6402
mean1882.176-1882.174=0.001
σ0.058-0.058=0.001
min1882.107-1882.113=-0.006
max1882.254-1882.258=-0.003
mean1697.200-1703.000=-5.800
σ246.002-256.510=-10.508
min1395.000-1397.000=-2.000
max2023.000-2051.000=-28.000
mean2.994-2.945=0.049
σ0.077-0.108=-0.032
min2.924-2.840=0.084
max3.121-3.099=0.021

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.686-1.847=-0.161
σ0.119-0.050=0.069
min1.554-1.787=-0.233
max1.831-1.913=-0.082

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.080-452.083=-0.003
σ582.723-582.725=-0.002
min160.718-160.716=0.002
max1326.164-1326.170=-0.006
mean102.250
σ8.500
min98.000
max115.000
mean447.000-443.000=4.000
σ0.000
min447.000-443.000=4.000
max447.000-443.000=4.000
mean0.535-0.553=-0.018
σ0.536-0.555=-0.020
min0.256-0.265=-0.009
max1.339-1.386=-0.048
policies=20
mean1607.504-1607.522=-0.017
σ0.401-0.406=-0.005
min1607.227-1607.246=-0.019
max1608.097-1608.125=-0.028
mean980.000
σ0.000
min980.000
max980.000
mean447.500-450.000=-2.500
σ0.577-8.083=-7.506
min447.000-443.000=4.000
max448.000-457.000=-9.000
mean2.675-2.675=0.000
σ0.010-0.023=-0.013
min2.663-2.658=0.005
max2.684-2.709=-0.024
policies=200
mean16083.358-16083.377=-0.018
σ0.087-0.098=-0.011
min16083.279-16083.264=0.015
max16083.458-16083.459=-0.001
mean9800.000
σ0.000
min9800.000
max9800.000
mean498.000-499.000=-1.000
σ4.690-3.651=1.039
min492.000-495.000=-3.000
max503.000
mean27.075-27.143=-0.068
σ0.089-0.017=0.072
min27.023-27.118=-0.095
max27.208-27.158=0.050