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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
mean54.678-54.678=0.001
σ0.357-0.357=0.000
min54.546-54.540=0.006
max55.694-55.693=0.001
mean417.000-418.000=-1.000
σ0.000
min417.000-418.000=-1.000
max417.000-418.000=-1.000
mean0.142-0.143=-0.001
σ0.005-0.005=-0.001
min0.138-0.138=0.000
max0.149-0.153=-0.004
cache=y
dps=1
iters=10
policies=100
mean43.705-43.704=0.001
σ0.005-0.005=-0.000
min43.697-43.695=0.002
max43.713-43.712=0.001
mean417.000-418.000=-1.000
σ0.000
min417.000-418.000=-1.000
max417.000-418.000=-1.000
mean0.123-0.124=-0.002
σ0.004-0.005=-0.001
min0.118-0.121=-0.003
max0.130-0.133=-0.003

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
mean3863.375-3888.125=-24.750
σ1830.142-1857.652=-27.510
min1279.000-1278.000=1.000
max6110.000-6180.000=-70.000
mean13.501-13.262=0.239
σ0.297-0.258=0.039
min13.109-12.848=0.262
max14.101-13.609=0.491
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
mean3863.375-3888.125=-24.750
σ1830.142-1857.652=-27.510
min1279.000-1278.000=1.000
max6110.000-6180.000=-70.000
mean13.425-13.433=-0.008
σ0.564-0.581=-0.017
min12.614-12.501=0.113
max14.042-14.085=-0.043
op=table_records(), no indexes
mean41.929-41.930=-0.000
σ0.002-0.001=0.000
min41.928
max41.932
mean6110.000-6180.000=-70.000
σ0.000
min6110.000-6180.000=-70.000
max6110.000-6180.000=-70.000
mean15.175-14.486=0.689
σ0.186-0.490=-0.304
min14.927-13.325=1.602
max15.513-14.903=0.610
op=table_records(), repeat
mean41.928-41.928=0.000
σ0.000-0.000=0.000
min41.928-41.928=0.000
max41.929-41.929=0.000
mean3863.375-3739.875=123.500
σ1830.142-1830.826=-0.684
min1279.000-1278.000=1.000
max6110.000-6180.000=-70.000
mean13.529-13.442=0.088
σ1.649-2.037=-0.389
min11.195-10.834=0.360
max15.425-15.411=0.014
op=vertical_lookup_list() on indexed, after table_records()
mean27.654
σ0.136-0.136=-0.000
min27.604
max27.991-27.991=-0.000
mean3863.375-3739.875=123.500
σ1830.142-1830.826=-0.684
min1279.000-1278.000=1.000
max6110.000-6180.000=-70.000
mean9.142-8.944=0.199
σ0.832-0.301=0.531
min8.426-8.342=0.083
max11.083-9.271=1.812
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401-26.402=-0.000
σ0.002-0.002=-0.000
min26.400-26.400=0.000
max26.404
mean3863.375-3739.875=123.500
σ1830.142-1830.826=-0.684
min1279.000-1278.000=1.000
max6110.000-6180.000=-70.000
mean7.007-6.660=0.346
σ0.457-0.389=0.068
min6.502-5.905=0.597
max8.053-7.087=0.967
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
mean3863.375-3888.125=-24.750
σ1830.142-1857.652=-27.510
min1279.000-1278.000=1.000
max6110.000-6180.000=-70.000
mean6.100-5.946=0.155
σ0.184-0.088=0.097
min5.841-5.811=0.030
max6.460-6.055=0.405
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
mean3863.375-3888.125=-24.750
σ1830.142-1857.652=-27.510
min1279.000-1278.000=1.000
max6110.000-6180.000=-70.000
mean5.866-5.669=0.197
σ0.160-0.191=-0.031
min5.659-5.308=0.351
max6.163-5.997=0.166

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean2524.604
σ0.002
min2524.602
max2524.606
mean6110.000-6180.000=-70.000
σ0.000
min6110.000-6180.000=-70.000
max6110.000-6180.000=-70.000
mean1351.036-1341.191=9.845
σ572.588-552.549=20.039
min1038.521-1040.056=-1.536
max2358.755-2251.987=106.768
op=load_product(), with indexes
mean7878.103-7878.102=0.001
σ0.469-0.469=-0.000
min7877.935
max7879.264
mean3229.000-3245.000=-16.000
σ1827.954-1849.588=-21.634
min810.000-809.000=1.000
max6110.000-6180.000=-70.000
mean3791.738-3746.308=45.431
σ1235.915-1148.397=87.518
min3118.955-3116.163=2.792
max6035.334-5715.646=319.688

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
mean3863.375-3888.125=-24.750
σ1830.142-1857.652=-27.510
min1279.000-1278.000=1.000
max6110.000-6180.000=-70.000
mean87.720-134.434=-46.715
σ10.648-144.261=-133.613
min76.352-75.311=1.041
max104.784-490.633=-385.849
op=vertical_lookup_list() on unindexed missing Int
mean40.946
σ0.002
min40.945
max40.949
mean6110.000-6180.000=-70.000
σ0.000
min6110.000-6180.000=-70.000
max6110.000-6180.000=-70.000
mean64.616-63.651=0.965
σ3.102-3.876=-0.774
min61.588-60.673=0.915
max69.095-69.839=-0.744
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
mean6110.000-6180.000=-70.000
σ0.000
min6110.000-6180.000=-70.000
max6110.000-6180.000=-70.000
mean100.110-100.138=-0.028
σ1.435-1.794=-0.359
min97.936-98.825=-0.889
max101.999-104.415=-2.416

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11849.156-11849.156=-0.000
σ4.304-4.304=0.000
min11847.562
max11859.806
mean3863.375-3739.875=123.500
σ1830.142-1830.826=-0.684
min1279.000-1278.000=1.000
max6110.000-6180.000=-70.000
mean6100.802-6360.589=-259.787
σ1323.866-1335.741=-11.874
min5101.556-5038.148=63.408
max8340.008-8298.192=41.816
op=vertical_lookup_list() on indexed
mean10791.094
σ0.002
min10791.092
max10791.096
mean6110.000-6180.000=-70.000
σ0.000
min6110.000-6180.000=-70.000
max6110.000-6180.000=-70.000
mean5150.809-5203.941=-53.132
σ1476.806-1568.956=-92.149
min4073.144-4056.655=16.489
max7446.957-7498.293=-51.337

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
mean370.218-347.465=22.753
σ35.010-34.378=0.632
min298.660-295.381=3.280
max396.143-390.690=5.453
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
mean754.362-760.694=-6.331
σ44.653-42.730=1.923
min661.164-672.169=-11.006
max802.749-803.425=-0.676

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.329-1024.327=0.002
σ0.758-0.758=0.000
min1023.855-1023.851=0.004
max1027.465-1027.464=0.001
mean1054.650-1050.050=4.600
σ321.857-312.447=9.410
min592.000-593.000=-1.000
max1537.000-1513.000=24.000
mean1.581-1.590=-0.009
σ0.053-0.090=-0.037
min1.519-1.503=0.015
max1.719-1.786=-0.067

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.913
σ0.020
min0.903
max0.949
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.456-0.387=0.069
σ0.472-0.465=0.007
min0.239-0.148=0.091
max1.300-1.213=0.087
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.824-0.434=0.390
σ0.524-0.199=0.325
min0.571-0.336=0.236
max1.761-0.789=0.972
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.371-0.226=0.145
σ0.038-0.019=0.019
min0.347-0.205=0.142
max0.438-0.255=0.182
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000-401.000=1.000
σ0.000
min402.000-401.000=1.000
max402.000-401.000=1.000
mean0.577-0.341=0.236
σ0.029-0.020=0.009
min0.545-0.327=0.218
max0.617-0.376=0.241

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.600-436.000=0.600
σ6.066-6.595=-0.529
min431.000-430.000=1.000
max443.000
mean0.599-0.533=0.066
σ0.109-0.065=0.044
min0.448-0.429=0.020
max0.755-0.608=0.147
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean443.000
σ0.000
min443.000
max443.000
mean0.494-0.453=0.041
σ0.024-0.046=-0.023
min0.466-0.389=0.076
max0.521-0.499=0.021

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean443.000
σ0.000
min443.000
max443.000
mean2.669-2.633=0.036
σ0.083-0.103=-0.019
min2.482-2.443=0.039
max2.938-3.001=-0.063
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean443.000
σ0.000
min443.000
max443.000
mean2.585-2.664=-0.078
σ0.063-0.086=-0.024
min2.454-2.472=-0.018
max2.743-2.885=-0.142
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean443.000
σ0.000
min443.000
max443.000
mean0.308-0.316=-0.007
σ0.009-0.055=-0.046
min0.294-0.289=0.005
max0.356-0.786=-0.429
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean443.000
σ0.000
min443.000
max443.000
mean0.298-0.292=0.006
σ0.008-0.008=0.000
min0.281-0.279=0.003
max0.331-0.325=0.006

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.793-298.673=0.119
σ1.048-1.023=0.025
min298.368-298.312=0.056
max301.769-301.585=0.183
mean437.500-439.900=-2.400
σ15.736-16.603=-0.867
min416.000
max460.000-467.000=-7.000
mean0.604-0.614=-0.009
σ0.023-0.022=0.001
min0.562-0.573=-0.011
max0.633-0.652=-0.019

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678
σ0.000
min236.678
max236.678
mean1690.500-1681.500=9.000
σ7.071-1.414=5.657
min1673.000-1678.000=-5.000
max1693.000-1682.000=11.000
mean214.119-214.805=-0.685
σ1.526-3.367=-1.841
min212.328-209.078=3.250
max217.076-218.906=-1.830
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1690.500-1681.500=9.000
σ7.071-1.414=5.657
min1673.000-1678.000=-5.000
max1693.000-1682.000=11.000
mean10.076-10.442=-0.366
σ2.643-2.217=0.426
min6.430-6.386=0.044
max12.858-12.769=0.088
phase=parser
mean1042.367-1042.364=0.003
σ0.000-0.000=0.000
min1042.367-1042.363=0.004
max1042.367-1042.364=0.004
mean1690.500-1681.500=9.000
σ7.071-1.414=5.657
min1673.000-1678.000=-5.000
max1693.000-1682.000=11.000
mean686.147-610.935=75.212
σ109.078-116.109=-7.032
min586.700-379.775=206.926
max836.060-726.097=109.963
phase=processProdDef
mean4753.276-4753.279=-0.004
σ0.000-0.000=0.000
min4753.276-4753.279=-0.004
max4753.276-4753.280=-0.004
mean1693.000-1682.000=11.000
σ0.000
min1693.000-1682.000=11.000
max1693.000-1682.000=11.000
mean4279.541-4474.273=-194.732
σ425.299-634.121=-208.821
min3729.251-3234.666=494.585
max4806.784-5320.116=-513.333
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1690.500-1681.500=9.000
σ7.071-1.414=5.657
min1673.000-1678.000=-5.000
max1693.000-1682.000=11.000
mean35.448-42.319=-6.871
σ10.671-5.145=5.525
min20.914-34.596=-13.682
max48.389-48.548=-0.158
phase=type checker
mean990.454
σ0.071
min990.348
max990.567
mean1690.500-1681.500=9.000
σ7.071-1.414=5.657
min1673.000-1678.000=-5.000
max1693.000-1682.000=11.000
mean750.806-781.031=-30.225
σ89.569-79.867=9.702
min660.268-678.991=-18.722
max887.704-894.658=-6.955

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.919-293.919=0.000
σ0.038-0.038=0.000
min293.866-293.865=0.001
max293.958-293.957=0.001
mean446.000-445.000=1.000
σ0.000
min446.000-445.000=1.000
max446.000-445.000=1.000
mean0.405-0.402=0.003
σ0.009-0.010=-0.002
min0.399-0.395=0.005
max0.421-0.418=0.003
iters=5
new-facts=1
prior-facts=6402
mean1320.298-1320.306=-0.008
σ0.030-0.036=-0.006
min1320.258-1320.255=0.004
max1320.328-1320.343=-0.014
mean1110.600-1087.600=23.000
σ188.192-168.173=20.019
min890.000-888.000=2.000
max1373.000-1319.000=54.000
mean2.288-2.287=0.002
σ0.128-0.086=0.042
min2.158-2.195=-0.037
max2.457-2.424=0.033
iters=5
new-facts=6402
prior-facts=1
mean1559.496-1559.462=0.034
σ3.411-3.388=0.023
min1557.829-1557.781=0.048
max1565.592-1565.517=0.075
mean626.400-623.200=3.200
σ89.782-90.469=-0.687
min504.000-508.000=-4.000
max728.000-726.000=2.000
mean2.466-2.381=0.085
σ0.303-0.191=0.112
min2.143-2.210=-0.067
max2.839-2.674=0.165
iters=5
new-facts=6402
prior-facts=6402
mean1882.265-1882.267=-0.003
σ0.061-0.058=0.002
min1882.180-1882.193=-0.013
max1882.339-1882.342=-0.003
mean1725.200-1717.800=7.400
σ178.419-176.002=2.417
min1505.000-1468.000=37.000
max1968.000-1881.000=87.000
mean3.126-3.057=0.068
σ0.242-0.158=0.085
min2.886-2.939=-0.052
max3.464-3.331=0.134

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.934-1.827=0.108
σ0.048-0.099=-0.050
min1.858-1.671=0.187
max1.986-1.915=0.071

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.411-452.411=-0.000
σ583.277-583.277=-0.001
min160.770-160.770=-0.000
max1327.326-1327.327=-0.002
mean102.250
σ8.500
min98.000
max115.000
mean444.000-441.000=3.000
σ0.000
min444.000-441.000=3.000
max444.000-441.000=3.000
mean0.542-0.549=-0.006
σ0.546-0.560=-0.014
min0.269-0.267=0.002
max1.361-1.388=-0.027
policies=20
mean1608.047-1608.037=0.010
σ0.424-0.404=0.020
min1607.758-1607.758=0.000
max1608.675-1608.634=0.041
mean980.000
σ0.000
min980.000
max980.000
mean452.750-445.500=7.250
σ11.087-3.000=8.087
min444.000-441.000=3.000
max469.000-447.000=22.000
mean2.720-2.683=0.037
σ0.023-0.010=0.013
min2.697-2.673=0.024
max2.751-2.696=0.055
policies=200
mean16088.613-16088.572=0.042
σ0.092-0.090=0.002
min16088.538-16088.479=0.058
max16088.746-16088.693=0.053
mean9800.000
σ0.000
min9800.000
max9800.000
mean498.000-496.000=2.000
σ2.582-4.967=-2.385
min495.000-490.000=5.000
max501.000
mean27.291-27.259=0.032
σ0.059-0.070=-0.011
min27.213-27.217=-0.004
max27.352-27.363=-0.011