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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
mean54.678-54.677=0.001
σ0.359-0.357=0.003
min54.535-54.539=-0.004
max55.700-55.692=0.008
mean418.000-416.000=2.000
σ0.000
min418.000-416.000=2.000
max418.000-416.000=2.000
mean0.141-0.142=-0.001
σ0.004-0.006=-0.002
min0.137-0.137=-0.000
max0.147-0.155=-0.008
cache=y
dps=1
iters=10
policies=100
mean43.706-43.705=0.001
σ0.005-0.006=-0.001
min43.700-43.695=0.005
max43.713-43.711=0.002
mean418.000-416.000=2.000
σ0.000
min418.000-416.000=2.000
max418.000-416.000=2.000
mean0.125-0.123=0.002
σ0.005-0.005=0.000
min0.121-0.119=0.002
max0.135-0.134=0.001

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.618-36.617=0.001
σ0.002-0.002=0.000
min36.616
max36.620
mean3876.500-3861.875=14.625
σ1848.299-1829.827=18.472
min1279.000
max6161.000-6109.000=52.000
mean12.233-12.311=-0.078
σ0.317-0.236=0.081
min11.806-12.075=-0.268
max12.785-12.763=0.021
op=column_set() on indexed, repeat
mean36.617-36.618=-0.001
σ0.002-0.002=-0.000
min36.616
max36.620-36.620=-0.000
mean3876.500-3861.875=14.625
σ1848.299-1829.827=18.472
min1279.000
max6161.000-6109.000=52.000
mean11.911-12.414=-0.503
σ0.434-0.599=-0.164
min11.453-11.514=-0.062
max12.513-12.977=-0.463
op=table_records(), no indexes
mean41.929-41.930=-0.000
σ0.002-0.002=-0.000
min41.928
max41.932-41.933=-0.000
mean6161.000-6109.000=52.000
σ0.000
min6161.000-6109.000=52.000
max6161.000-6109.000=52.000
mean14.585-14.494=0.090
σ0.201-0.278=-0.077
min14.312-13.887=0.425
max14.980-14.808=0.172
op=table_records(), repeat
mean41.928-41.929=-0.001
σ0.000-0.002=-0.001
min41.928
max41.929-41.932=-0.003
mean3876.500-3861.875=14.625
σ1848.299-1829.827=18.472
min1279.000
max6161.000-6109.000=52.000
mean13.062-12.482=0.580
σ2.144-1.935=0.208
min10.205-9.812=0.393
max15.733-14.662=1.070
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
mean3876.500-3861.875=14.625
σ1848.299-1829.827=18.472
min1279.000
max6161.000-6109.000=52.000
mean9.038-8.265=0.772
σ1.421-0.253=1.168
min8.282-7.838=0.444
max12.518-8.576=3.942
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
mean3876.500-3861.875=14.625
σ1848.299-1829.827=18.472
min1279.000
max6161.000-6109.000=52.000
mean6.858-6.183=0.676
σ1.284-0.411=0.874
min5.734-5.262=0.472
max9.811-6.592=3.219
op=vertical_lookup_row_list() on 2 indexed
mean25.669-25.669=0.000
σ0.003-0.003=-0.000
min25.666-25.666=-0.000
max25.674-25.674=0.000
mean3876.500-3861.875=14.625
σ1848.299-1829.827=18.472
min1279.000
max6161.000-6109.000=52.000
mean5.621-5.571=0.050
σ0.069-0.134=-0.065
min5.526-5.353=0.173
max5.690-5.794=-0.104
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.971=-0.000
σ0.002-0.002=0.000
min25.968
max25.974-25.974=0.000
mean3876.500-3861.875=14.625
σ1848.299-1829.827=18.472
min1279.000
max6161.000-6109.000=52.000
mean5.198-5.299=-0.101
σ0.206-0.130=0.076
min4.841-5.096=-0.255
max5.395-5.456=-0.061

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
max2524.606-2524.607=-0.000
mean6161.000-6109.000=52.000
σ0.000
min6161.000-6109.000=52.000
max6161.000-6109.000=52.000
mean1446.276-1375.097=71.179
σ749.586-622.354=127.232
min1040.146-1034.157=5.989
max2934.970-2427.357=507.612
op=load_product(), with indexes
mean7878.102-7878.102=0.000
σ0.469-0.469=-0.000
min7877.935
max7879.264-7879.264=-0.000
mean3235.375-3227.250=8.125
σ1840.195-1827.673=12.522
min811.000-810.000=1.000
max6161.000-6109.000=52.000
mean3759.138-3942.376=-183.238
σ1201.172-1248.832=-47.660
min3118.869-3112.515=6.354
max6222.265-6147.287=74.978

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
mean3876.500-3861.875=14.625
σ1848.299-1829.827=18.472
min1279.000
max6161.000-6109.000=52.000
mean86.148-83.962=2.185
σ17.921-12.505=5.416
min70.663-71.381=-0.718
max125.239-100.488=24.751
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=0.000
σ0.002-0.002=-0.000
min40.945
max40.949
mean6161.000-6109.000=52.000
σ0.000
min6161.000-6109.000=52.000
max6161.000-6109.000=52.000
mean62.299-63.010=-0.711
σ1.714-3.899=-2.185
min60.798-60.278=0.519
max65.122-70.117=-4.994
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
mean6161.000-6109.000=52.000
σ0.000
min6161.000-6109.000=52.000
max6161.000-6109.000=52.000
mean99.312-99.873=-0.561
σ0.316-0.617=-0.301
min98.826-99.479=-0.653
max99.891-101.380=-1.489

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11849.156-11849.155=0.001
σ4.304-4.304=-0.000
min11847.561
max11859.806
mean3876.500-3861.875=14.625
σ1848.299-1829.827=18.472
min1279.000
max6161.000-6109.000=52.000
mean6108.627-6197.972=-89.345
σ1114.160-1351.796=-237.636
min5070.205-5012.470=57.734
max7982.510-8300.298=-317.788
op=vertical_lookup_list() on indexed
mean10791.094-10791.094=-0.000
σ0.002-0.002=-0.000
min10791.092-10791.091=0.001
max10791.096-10791.097=-0.001
mean6161.000-6109.000=52.000
σ0.000
min6161.000-6109.000=52.000
max6161.000-6109.000=52.000
mean4960.025-4916.432=43.592
σ1228.978-1541.698=-312.719
min4071.847-4062.543=9.303
max7061.384-7427.098=-365.714

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean476.000-477.000=-1.000
σ0.000
min476.000-477.000=-1.000
max476.000-477.000=-1.000
mean378.709-386.664=-7.954
σ21.942-14.212=7.729
min339.762-354.081=-14.318
max397.158-399.149=-1.991
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean561.000-562.000=-1.000
σ0.000
min561.000-562.000=-1.000
max561.000-562.000=-1.000
mean743.730-710.799=32.931
σ53.178-68.204=-15.026
min630.627-626.899=3.729
max799.986-785.057=14.929

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.327-1024.327=-0.000
σ0.759-0.758=0.001
min1023.851-1023.855=-0.004
max1027.465-1027.466=-0.001
mean1049.300-1054.450=-5.150
σ318.996-317.974=1.022
min544.000-592.000=-48.000
max1562.000-1528.000=34.000
mean1.565-1.576=-0.011
σ0.076-0.091=-0.015
min1.430-1.430=-0.000
max1.758-1.770=-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
mean0.422-0.401=0.021
σ0.510-0.508=0.002
min0.145-0.148=-0.003
max1.323-1.308=0.015
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.479-0.480=-0.001
σ0.319-0.309=0.010
min0.318-0.330=-0.013
max1.049-1.032=0.017
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.221-0.222=-0.000
σ0.027-0.024=0.003
min0.202-0.203=-0.001
max0.269-0.262=0.007
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.330-0.332=-0.001
σ0.017-0.017=-0.000
min0.318-0.320=-0.003
max0.360-0.362=-0.001

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
σ6.066-2.236=3.830
min431.000-432.000=-1.000
max443.000-437.000=6.000
mean0.559-0.552=0.007
σ0.054-0.045=0.008
min0.493-0.496=-0.003
max0.624-0.599=0.024
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean0.420-0.469=-0.049
σ0.039-0.052=-0.013
min0.378-0.392=-0.014
max0.462-0.513=-0.051

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean1.964-1.975=-0.011
σ0.067-0.083=-0.016
min1.855-1.854=0.002
max2.165-2.319=-0.155
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean1.973-1.953=0.019
σ0.067-0.095=-0.028
min1.857-1.764=0.093
max2.211-2.248=-0.037
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean0.305-0.309=-0.004
σ0.009-0.010=-0.001
min0.293-0.293=-0.000
max0.357-0.371=-0.014
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean443.000-441.000=2.000
σ0.000
min443.000-441.000=2.000
max443.000-441.000=2.000
mean0.292-0.302=-0.010
σ0.007-0.018=-0.010
min0.277-0.285=-0.009
max0.330-0.427=-0.097

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.726-298.682=0.044
σ1.046-1.040=0.006
min298.333-298.264=0.068
max301.699-301.640=0.059
mean440.200-443.300=-3.100
σ17.974-19.754=-1.780
min415.000-417.000=-2.000
max469.000-472.000=-3.000
mean0.597-0.607=-0.010
σ0.025-0.014=0.011
min0.544-0.589=-0.045
max0.636-0.636=-0.000

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678-239.536=-2.858
σ0.000
min236.678-239.536=-2.858
max236.678-239.536=-2.858
mean1711.625-1006.000=705.625
σ3.889-1.852=2.037
min1702.000-1004.000=698.000
max1713.000-1008.000=705.000
mean213.048-224.220=-11.172
σ2.945-1.908=1.037
min209.038-221.547=-12.508
max218.747-226.827=-8.080
phase=macro expansion
mean6.130-6.133=-0.004
σ0.000
min6.130-6.133=-0.004
max6.130-6.133=-0.004
mean1711.625-1006.000=705.625
σ3.889-1.852=2.037
min1702.000-1004.000=698.000
max1713.000-1008.000=705.000
mean11.153-11.077=0.075
σ1.348-1.628=-0.280
min9.464-9.340=0.124
max12.731-12.703=0.028
phase=parser
mean1042.367-1042.363=0.004
σ0.000-0.000=0.000
min1042.367-1042.363=0.004
max1042.367-1042.363=0.004
mean1711.625-1006.000=705.625
σ3.889-1.852=2.037
min1702.000-1004.000=698.000
max1713.000-1008.000=705.000
mean636.438-649.267=-12.829
σ163.485-64.992=98.492
min384.566-590.887=-206.321
max831.585-730.864=100.721
phase=processProdDef
mean4753.276-4753.369=-0.093
σ0.000
min4753.276-4753.369=-0.093
max4753.276-4753.370=-0.093
mean1713.000-1006.500=706.500
σ0.000-1.773=-1.773
min1713.000-1004.000=709.000
max1713.000-1008.000=705.000
mean4329.425-4542.225=-212.800
σ596.028-831.593=-235.565
min3594.440-2834.827=759.613
max5401.349-5359.157=42.192
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1711.625-1006.000=705.625
σ3.889-1.852=2.037
min1702.000-1004.000=698.000
max1713.000-1008.000=705.000
mean37.966-43.998=-6.032
σ9.155-3.937=5.218
min27.123-39.678=-12.555
max48.459-47.959=0.500
phase=type checker
mean990.454-990.442=0.012
σ0.071-0.066=0.005
min990.348-990.344=0.004
max990.567-990.532=0.035
mean1711.625-1006.000=705.625
σ3.889-1.852=2.037
min1702.000-1004.000=698.000
max1713.000-1008.000=705.000
mean808.703-809.290=-0.588
σ99.072-85.449=13.623
min655.930-693.133=-37.203
max899.619-907.447=-7.828

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.917-293.919=-0.002
σ0.039-0.038=0.001
min293.865-293.865=-0.000
max293.957-293.957=-0.000
mean442.200-446.000=-3.800
σ1.643-0.000=1.643
min441.000-446.000=-5.000
max444.000-446.000=-2.000
mean0.393-0.407=-0.014
σ0.016-0.009=0.007
min0.369-0.400=-0.031
max0.414-0.419=-0.005
iters=5
new-facts=1
prior-facts=6402
mean1320.289-1320.278=0.011
σ0.042-0.039=0.003
min1320.237-1320.249=-0.012
max1320.335-1320.345=-0.010
mean1111.200-1089.200=22.000
σ187.716-168.488=19.228
min891.000-889.000=2.000
max1373.000-1321.000=52.000
mean2.241-2.278=-0.037
σ0.058-0.322=-0.263
min2.162-1.854=0.308
max2.318-2.705=-0.386
iters=5
new-facts=6402
prior-facts=1
mean1559.454-1559.500=-0.045
σ3.344-3.401=-0.057
min1557.821-1557.850=-0.030
max1565.433-1565.578=-0.146
mean619.000-629.200=-10.200
σ93.723-90.957=2.766
min496.000-505.000=-9.000
max730.000-729.000=1.000
mean2.337-2.480=-0.143
σ0.273-0.321=-0.048
min2.105-2.156=-0.051
max2.789-2.873=-0.084
iters=5
new-facts=6402
prior-facts=6402
mean1882.265-1882.265=-0.000
σ0.067-0.062=0.006
min1882.175-1882.175=-0.001
max1882.353-1882.345=0.008
mean1761.000-1724.400=36.600
σ208.825-169.946=38.879
min1505.000-1479.000=26.000
max1965.000-1881.000=84.000
mean3.074-2.978=0.096
σ0.139-0.116=0.023
min2.886-2.831=0.055
max3.241-3.145=0.096

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.822-1.742=0.080
σ0.099-0.245=-0.147
min1.721-1.340=0.380
max1.961-1.922=0.039

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.409-452.965=-0.556
σ583.279-584.387=-1.108
min160.766-160.770=-0.004
max1327.327-1329.545=-2.218
mean102.250
σ8.500
min98.000
max115.000
mean444.000-443.000=1.000
σ0.000
min444.000-443.000=1.000
max444.000-443.000=1.000
mean0.506-0.547=-0.041
σ0.471-0.556=-0.085
min0.269-0.268=0.001
max1.212-1.381=-0.169
policies=20
mean1608.021-1608.046=-0.024
σ0.424-0.425=-0.001
min1607.747-1607.758=-0.012
max1608.653-1608.675=-0.022
mean980.000
σ0.000
min980.000
max980.000
mean452.500-453.750=-1.250
σ11.818-11.471=0.347
min444.000-443.000=1.000
max470.000
mean2.708-2.723=-0.015
σ0.007-0.024=-0.017
min2.701-2.700=0.001
max2.714-2.751=-0.037
policies=200
mean16088.513-16088.594=-0.081
σ0.107-0.092=0.015
min16088.423-16088.517=-0.095
max16088.663-16088.724=-0.061
mean9800.000
σ0.000
min9800.000
max9800.000
mean500.250-498.250=2.000
σ4.573-3.500=1.073
min495.000-494.000=1.000
max505.000-502.000=3.000
mean27.210-27.291=-0.080
σ0.046-0.125=-0.080
min27.179-27.120=0.059
max27.277-27.402=-0.125