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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
mean54.671-54.575=0.096
σ0.358-0.349=0.009
min54.539-54.443=0.096
max55.688-55.567=0.121
mean419.000-417.000=2.000
σ0.000
min419.000-417.000=2.000
max419.000-417.000=2.000
mean0.141-0.138=0.004
σ0.005-0.006=-0.002
min0.137-0.131=0.006
max0.149-0.148=0.001
cache=y
dps=1
iters=10
policies=100
mean43.700-43.706=-0.006
σ0.006-0.007=-0.001
min43.692-43.695=-0.003
max43.707-43.719=-0.012
mean419.000-417.000=2.000
σ0.000
min419.000-417.000=2.000
max419.000-417.000=2.000
mean0.122-0.123=-0.001
σ0.005-0.005=0.000
min0.117-0.116=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
min36.616-36.616=0.000
max36.620-36.620=0.000
mean3863.875-4149.625=-285.750
σ1831.582-1896.697=-65.115
min1280.000-1552.000=-272.000
max6113.000-7290.000=-1177.000
mean12.758-12.732=0.027
σ0.288-0.257=0.031
min12.431-12.316=0.115
max13.199-13.045=0.154
op=column_set() on indexed, repeat
mean36.618-36.617=0.001
σ0.002-0.002=0.000
min36.616-36.615=0.000
max36.620-36.620=0.001
mean3863.875-4149.625=-285.750
σ1831.582-1896.697=-65.115
min1280.000-1552.000=-272.000
max6113.000-7290.000=-1177.000
mean12.687-12.508=0.180
σ0.780-0.603=0.177
min11.421-11.481=-0.060
max13.856-13.248=0.608
op=table_records(), no indexes
mean41.929-41.932=-0.002
σ0.002-0.001=0.001
min41.928-41.929=-0.001
max41.932-41.933=-0.000
mean6113.000-7290.000=-1177.000
σ0.000
min6113.000-7290.000=-1177.000
max6113.000-7290.000=-1177.000
mean15.115-15.485=-0.369
σ0.384-0.366=0.018
min14.482-14.709=-0.226
max15.680-15.856=-0.176
op=table_records(), repeat
mean41.928-41.928=-0.000
σ0.000-0.002=-0.001
min41.928-41.927=0.001
max41.929-41.931=-0.002
mean3863.875-4149.625=-285.750
σ1831.582-1896.697=-65.115
min1280.000-1552.000=-272.000
max6113.000-7290.000=-1177.000
mean14.065-13.096=0.970
σ1.829-1.838=-0.010
min11.067-11.138=-0.071
max16.448-15.377=1.070
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.653=0.001
σ0.136-0.136=0.000
min27.604-27.603=0.001
max27.991-27.990=0.001
mean3863.875-4149.625=-285.750
σ1831.582-1896.697=-65.115
min1280.000-1552.000=-272.000
max6113.000-7290.000=-1177.000
mean9.350-9.229=0.122
σ1.547-0.475=1.072
min8.288-8.568=-0.279
max13.125-9.793=3.332
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.402-26.400=0.001
σ0.002-0.002=0.000
min26.400-26.399=0.001
max26.404-26.403=0.001
mean3863.875-4149.625=-285.750
σ1831.582-1896.697=-65.115
min1280.000-1552.000=-272.000
max6113.000-7290.000=-1177.000
mean7.119-6.554=0.565
σ0.995-0.334=0.661
min6.219-5.963=0.256
max9.499-6.966=2.534
op=vertical_lookup_row_list() on 2 indexed
mean25.669-25.666=0.003
σ0.003-0.002=0.001
min25.666-25.665=0.001
max25.674-25.668=0.005
mean3863.875-4149.625=-285.750
σ1831.582-1896.697=-65.115
min1280.000-1552.000=-272.000
max6113.000-7290.000=-1177.000
mean6.029-6.069=-0.040
σ0.107-0.213=-0.107
min5.825-5.768=0.057
max6.116-6.401=-0.285
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.968=0.002
σ0.002-0.002=0.000
min25.968-25.967=0.001
max25.974-25.972=0.001
mean3863.875-4149.625=-285.750
σ1831.582-1896.697=-65.115
min1280.000-1552.000=-272.000
max6113.000-7290.000=-1177.000
mean5.756-5.749=0.007
σ0.271-0.226=0.045
min5.154-5.438=-0.285
max6.004-6.012=-0.008

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean2524.604-2524.606=-0.002
σ0.002-0.000=0.002
min2524.602-2524.605=-0.003
max2524.606-2524.606=-0.000
mean6113.000-7290.000=-1177.000
σ0.000
min6113.000-7290.000=-1177.000
max6113.000-7290.000=-1177.000
mean1380.461-1335.091=45.370
σ607.770-604.639=3.131
min1046.711-1033.938=12.773
max2418.772-2791.194=-372.422
op=load_product(), with indexes
mean7878.102-8744.722=-866.620
σ0.470-0.469=0.000
min7877.935-8744.553=-866.618
max7879.264-8745.883=-866.619
mean3228.500-3572.625=-344.125
σ1829.611-1793.779=35.832
min810.000-1047.000=-237.000
max6113.000-5791.000=322.000
mean3577.527-5040.409=-1462.882
σ934.951-1665.686=-730.734
min3101.024-3506.098=-405.074
max5651.964-7261.491=-1609.527

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=0.001
max62.080-62.080=-0.000
mean3863.875-4149.625=-285.750
σ1831.582-1896.697=-65.115
min1280.000-1552.000=-272.000
max6113.000-7290.000=-1177.000
mean90.972-84.111=6.861
σ20.255-10.578=9.677
min70.771-70.799=-0.029
max126.118-99.314=26.804
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.944=0.002
σ0.002-0.001=0.001
min40.945-40.944=0.001
max40.949-40.945=0.003
mean6113.000-7290.000=-1177.000
σ0.000
min6113.000-7290.000=-1177.000
max6113.000-7290.000=-1177.000
mean63.801-107.285=-43.484
σ3.788-4.086=-0.298
min60.802-98.112=-37.310
max69.242-109.992=-40.750
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.687-66.686=0.002
σ0.002-0.000=0.001
min66.686-66.685=0.001
max66.690-66.687=0.003
mean6113.000-7290.000=-1177.000
σ0.000
min6113.000-7290.000=-1177.000
max6113.000-7290.000=-1177.000
mean100.018-164.229=-64.211
σ1.033-8.864=-7.832
min98.933-143.849=-44.916
max102.181-170.260=-68.079

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11849.156-11656.836=192.320
σ4.304-4.324=-0.020
min11847.562-11655.305=192.256
max11859.806-11667.537=192.269
mean3863.875-4149.625=-285.750
σ1831.582-1896.697=-65.115
min1280.000-1552.000=-272.000
max6113.000-7290.000=-1177.000
mean6094.897-6325.082=-230.185
σ993.723-1177.293=-183.570
min4991.868-4881.249=110.619
max7419.991-7900.242=-480.251
op=vertical_lookup_list() on indexed
mean10791.094-11560.065=-768.971
σ0.002-0.001=0.002
min10791.091-11560.064=-768.973
max10791.096-11560.066=-768.969
mean6113.000-7290.000=-1177.000
σ0.000
min6113.000-7290.000=-1177.000
max6113.000-7290.000=-1177.000
mean5216.997-5118.083=98.915
σ1632.981-1213.303=419.678
min4039.635-4399.571=-359.936
max7571.910-7567.563=4.347

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
mean389.153-377.757=11.396
σ15.996-18.256=-2.259
min350.459-347.410=3.049
max402.099-392.502=9.596
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean560.000
σ0.000
min560.000
max560.000
mean760.217-760.213=0.003
σ32.726-43.946=-11.220
min685.782-660.788=24.994
max795.566-801.183=-5.617

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.329-1008.502=15.827
σ0.759-0.760=-0.001
min1023.855-1008.025=15.830
max1027.465-1011.641=15.824
mean1050.850-1054.650=-3.800
σ320.186-309.709=10.477
min544.000-561.000=-17.000
max1567.000-1467.000=100.000
mean1.550-1.515=0.035
σ0.092-0.063=0.028
min1.360-1.463=-0.103
max1.813-1.733=0.081

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
mean0.447-0.457=-0.010
σ0.617-0.487=0.130
min0.142-0.154=-0.012
max1.549-1.306=0.243
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.479-0.474=0.005
σ0.322-0.322=0.001
min0.322-0.317=0.005
max1.055-1.050=0.006
name=heavy_item.art
mean1.522-1.522=0.000
σ0.002
min1.521-1.521=0.000
max1.525-1.525=0.000
mean402.000
σ0.000
min402.000
max402.000
mean0.219-0.221=-0.002
σ0.022-0.019=0.003
min0.202-0.205=-0.003
max0.257-0.253=0.004
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.338-0.336=0.002
σ0.013-0.018=-0.004
min0.327-0.319=0.007
max0.361-0.365=-0.004

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840-964.741=0.099
σ0.011
min964.835-964.736=0.099
max964.859-964.760=0.099
mean436.000-436.600=-0.600
σ5.612-6.066=-0.454
min431.000
max442.000-443.000=-1.000
mean0.537-0.526=0.011
σ0.036-0.050=-0.013
min0.478-0.479=-0.000
max0.571-0.607=-0.036
name=cdr_enhanced_4k_loc.art
mean885.820-885.814=0.007
σ0.002
min885.819-885.812=0.007
max885.823-885.816=0.007
mean442.000-443.000=-1.000
σ0.000
min442.000-443.000=-1.000
max442.000-443.000=-1.000
mean0.461-0.462=-0.001
σ0.045-0.047=-0.002
min0.410-0.394=0.016
max0.521-0.524=-0.003

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709-7.708=0.001
σ0.002
min7.708-7.707=0.001
max7.712-7.711=0.001
mean442.000-443.000=-1.000
σ0.000
min442.000-443.000=-1.000
max442.000-443.000=-1.000
mean2.682-2.605=0.077
σ0.126-0.082=0.045
min2.513-2.462=0.051
max3.395-2.893=0.502
name=record_render_large_syntax_err.art
mean7.657-7.656=0.001
σ0.002
min7.656-7.655=0.001
max7.660-7.659=0.001
mean442.000-443.000=-1.000
σ0.000
min442.000-443.000=-1.000
max442.000-443.000=-1.000
mean2.214-2.583=-0.369
σ0.325-0.086=0.239
min1.828-2.461=-0.633
max2.839-3.069=-0.230
name=record_render_success.art
mean2.289-2.289=0.000
σ0.002
min2.289-2.288=0.000
max2.293-2.292=0.000
mean442.000-443.000=-1.000
σ0.000
min442.000-443.000=-1.000
max442.000-443.000=-1.000
mean0.310-0.303=0.006
σ0.009-0.010=-0.002
min0.295-0.288=0.007
max0.354-0.373=-0.019
name=record_render_syntax_err.art
mean2.165-2.165=0.000
σ0.002
min2.164-2.164=0.000
max2.168-2.168=0.000
mean442.000-443.000=-1.000
σ0.000
min442.000-443.000=-1.000
max442.000-443.000=-1.000
mean0.296-0.295=0.001
σ0.008-0.047=-0.039
min0.283-0.273=0.010
max0.326-0.753=-0.426

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.756-297.956=0.800
σ1.065-1.000=0.065
min298.345-297.583=0.762
max301.782-300.799=0.983
mean444.100-442.900=1.200
σ16.052-18.640=-2.588
min421.000-416.000=5.000
max471.000-467.000=4.000
mean0.597-0.617=-0.021
σ0.029-0.012=0.017
min0.528-0.600=-0.072
max0.640-0.636=0.004

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678-222.008=14.670
σ0.000
min236.678-222.008=14.670
max236.678-222.008=14.670
mean1679.625-1744.000=-64.375
σ1.061-0.000=1.061
min1677.000-1744.000=-67.000
max1680.000-1744.000=-64.000
mean215.553-215.517=0.036
σ3.274-22.520=-19.247
min210.432-205.092=5.341
max219.813-270.978=-51.165
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1679.625-1744.000=-64.375
σ1.061-0.000=1.061
min1677.000-1744.000=-67.000
max1680.000-1744.000=-64.000
mean10.986-10.732=0.254
σ2.288-1.539=0.749
min6.409-9.362=-2.953
max12.848-12.609=0.239
phase=parser
mean1042.367-1042.099=0.268
σ0.000-0.000=0.000
min1042.367-1042.098=0.268
max1042.367-1042.099=0.268
mean1679.625-1744.000=-64.375
σ1.061-0.000=1.061
min1677.000-1744.000=-67.000
max1680.000-1744.000=-64.000
mean633.099-660.536=-27.437
σ109.751-63.350=46.402
min423.437-572.848=-149.412
max726.469-728.305=-1.836
phase=processProdDef
mean4753.276-6169.656=-1416.380
σ0.000-0.001=-0.000
min4753.276-6169.655=-1416.380
max4753.276-6169.657=-1416.381
mean1680.000-1744.000=-64.000
σ0.000
min1680.000-1744.000=-64.000
max1680.000-1744.000=-64.000
mean4228.956-5593.148=-1364.191
σ803.486-1484.733=-681.247
min3223.526-3461.004=-237.478
max5295.235-7323.249=-2028.014
phase=renaming
mean21.671-21.667=0.004
σ0.000
min21.671-21.667=0.004
max21.671-21.667=0.004
mean1679.625-1744.000=-64.375
σ1.061-0.000=1.061
min1677.000-1744.000=-67.000
max1680.000-1744.000=-64.000
mean39.814-43.382=-3.568
σ10.261-5.415=4.847
min20.412-34.184=-13.772
max48.482-49.716=-1.234
phase=type checker
mean990.454-958.457=31.997
σ0.071-0.066=0.005
min990.348-958.360=31.989
max990.567-958.547=32.020
mean1679.625-1744.000=-64.375
σ1.061-0.000=1.061
min1677.000-1744.000=-67.000
max1680.000-1744.000=-64.000
mean791.307-795.471=-4.164
σ95.678-85.665=10.013
min661.460-660.556=0.904
max893.037-881.200=11.837

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.916-293.689=0.227
σ0.039-0.041=-0.002
min293.864-293.631=0.233
max293.957-293.732=0.225
mean442.200-445.000=-2.800
σ1.643-0.000=1.643
min441.000-445.000=-4.000
max444.000-445.000=-1.000
mean0.393-0.404=-0.011
σ0.003-0.009=-0.006
min0.391-0.397=-0.006
max0.396-0.419=-0.023
iters=5
new-facts=1
prior-facts=6402
mean1320.304-1303.777=16.527
σ0.034-0.085=-0.051
min1320.261-1303.648=16.613
max1320.342-1303.856=16.486
mean1108.800-1099.200=9.600
σ167.944-190.985=-23.041
min895.000-837.000=58.000
max1319.000-1329.000=-10.000
mean2.238-2.124=0.114
σ0.091-0.334=-0.243
min2.112-1.813=0.299
max2.329-2.613=-0.284
iters=5
new-facts=6402
prior-facts=1
mean1559.450-1546.814=12.636
σ3.394-4.045=-0.651
min1557.749-1544.806=12.943
max1565.514-1554.044=11.470
mean622.200-618.000=4.200
σ89.595-80.215=9.379
min508.000-497.000=11.000
max725.000-712.000=13.000
mean2.379-2.282=0.097
σ0.289-0.209=0.080
min2.148-2.143=0.005
max2.857-2.644=0.212
iters=5
new-facts=6402
prior-facts=6402
mean1882.265-1865.781=16.484
σ0.074-0.068=0.006
min1882.182-1865.723=16.459
max1882.350-1865.892=16.459
mean1750.200-1729.400=20.800
σ211.176-176.452=34.724
min1468.000-1479.000=-11.000
max1950.000-1891.000=59.000
mean3.237-3.097=0.141
σ0.399-0.353=0.046
min2.920-2.892=0.028
max3.909-3.725=0.184

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.662-1.583=0.079
σ0.128-0.110=0.018
min1.525-1.388=0.137
max1.830-1.650=0.180

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.411-447.981=4.430
σ583.278-579.242=4.036
min160.767-158.357=2.410
max1327.328-1316.844=10.485
mean102.250-96.250=6.000
σ8.500
min98.000-92.000=6.000
max115.000-109.000=6.000
mean444.000-443.000=1.000
σ0.000
min444.000-443.000=1.000
max444.000-443.000=1.000
mean0.510-0.543=-0.032
σ0.482-0.547=-0.065
min0.269-0.268=0.001
max1.233-1.363=-0.130
policies=20
mean1608.048-1583.923=24.125
σ0.423-0.360=0.063
min1607.762-1583.674=24.088
max1608.677-1584.455=24.222
mean980.000-920.000=60.000
σ0.000
min980.000-920.000=60.000
max980.000-920.000=60.000
mean451.500-444.500=7.000
σ11.091-1.000=10.091
min444.000-443.000=1.000
max468.000-445.000=23.000
mean2.716-2.654=0.062
σ0.013-0.007=0.006
min2.697-2.647=0.051
max2.726-2.664=0.062
policies=200
mean16088.581-15847.071=241.510
σ0.139-0.187=-0.048
min16088.451-15846.965=241.486
max16088.766-15847.351=241.414
mean9800.000-9200.000=600.000
σ0.000
min9800.000-9200.000=600.000
max9800.000-9200.000=600.000
mean497.500-496.000=1.500
σ3.317-5.292=-1.975
min495.000-491.000=4.000
max502.000-503.000=-1.000
mean27.204-26.631=0.573
σ0.043-0.193=-0.150
min27.164-26.441=0.723
max27.262-26.848=0.414