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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
mean54.678-54.679=-0.001
σ0.359-0.359=0.000
min54.535-54.541=-0.006
max55.700-55.700=0.000
mean418.000-417.000=1.000
σ0.000
min418.000-417.000=1.000
max418.000-417.000=1.000
mean0.141-0.141=0.000
σ0.004-0.004=-0.000
min0.137-0.134=0.003
max0.147-0.146=0.001
cache=y
dps=1
iters=10
policies=100
mean43.706-43.705=0.001
σ0.005-0.006=-0.001
min43.700-43.694=0.006
max43.713-43.715=-0.002
mean418.000-417.000=1.000
σ0.000
min418.000-417.000=1.000
max418.000-417.000=1.000
mean0.125-0.122=0.003
σ0.005-0.005=0.000
min0.121-0.116=0.005
max0.135-0.131=0.005

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
mean3876.500-3862.375=14.125
σ1848.299-1830.519=17.780
min1279.000-1278.000=1.000
max6161.000-6111.000=50.000
mean12.233-12.105=0.128
σ0.317-0.268=0.050
min11.806-11.791=0.015
max12.785-12.532=0.253
op=column_set() on indexed, repeat
mean36.617-36.618=-0.000
σ0.002-0.002=-0.000
min36.616
max36.620-36.620=-0.000
mean3876.500-3862.375=14.125
σ1848.299-1830.519=17.780
min1279.000-1278.000=1.000
max6161.000-6111.000=50.000
mean11.911-11.843=0.068
σ0.434-0.567=-0.133
min11.453-11.348=0.104
max12.513-12.886=-0.372
op=table_records(), no indexes
mean41.929-41.929=-0.000
σ0.002-0.002=0.000
min41.928-41.928=-0.000
max41.932-41.932=0.000
mean6161.000-6111.000=50.000
σ0.000
min6161.000-6111.000=50.000
max6161.000-6111.000=50.000
mean14.585-14.342=0.242
σ0.201-0.300=-0.099
min14.312-13.805=0.507
max14.980-14.805=0.175
op=table_records(), repeat
mean41.928-41.928=-0.000
σ0.000-0.001=-0.001
min41.928-41.928=-0.000
max41.929-41.932=-0.003
mean3876.500-3862.375=14.125
σ1848.299-1830.519=17.780
min1279.000-1278.000=1.000
max6161.000-6111.000=50.000
mean13.062-12.969=0.093
σ2.144-1.978=0.166
min10.205-10.380=-0.175
max15.733-15.700=0.033
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.654=0.000
σ0.136-0.136=-0.000
min27.604
max27.991
mean3876.500-3862.375=14.125
σ1848.299-1830.519=17.780
min1279.000-1278.000=1.000
max6161.000-6111.000=50.000
mean9.038-8.955=0.082
σ1.421-1.425=-0.004
min8.282-7.991=0.292
max12.518-12.377=0.141
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
mean3876.500-3862.375=14.125
σ1848.299-1830.519=17.780
min1279.000-1278.000=1.000
max6161.000-6111.000=50.000
mean6.858-6.739=0.120
σ1.284-0.865=0.420
min5.734-6.074=-0.340
max9.811-8.835=0.976
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
max25.674-25.674=0.000
mean3876.500-3862.375=14.125
σ1848.299-1830.519=17.780
min1279.000-1278.000=1.000
max6161.000-6111.000=50.000
mean5.621-5.458=0.163
σ0.069-0.128=-0.060
min5.526-5.257=0.269
max5.690-5.668=0.023
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=-0.000
σ0.002-0.002=0.000
min25.968
max25.974
mean3876.500-3862.375=14.125
σ1848.299-1830.519=17.780
min1279.000-1278.000=1.000
max6161.000-6111.000=50.000
mean5.198-5.099=0.098
σ0.206-0.195=0.011
min4.841-4.777=0.064
max5.395-5.325=0.070

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
mean6161.000-6111.000=50.000
σ0.000
min6161.000-6111.000=50.000
max6161.000-6111.000=50.000
mean1446.276-1358.002=88.274
σ749.586-595.373=154.213
min1040.146-1026.243=13.903
max2934.970-2425.364=509.606
op=load_product(), with indexes
mean7878.102-7878.102=0.000
σ0.469-0.470=-0.000
min7877.935-7877.934=0.000
max7879.264-7879.264=-0.000
mean3235.375-3228.125=7.250
σ1840.195-1827.369=12.827
min811.000
max6161.000-6111.000=50.000
mean3759.138-3779.467=-20.329
σ1201.172-1263.360=-62.188
min3118.869-3081.419=37.451
max6222.265-6155.868=66.396

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
max62.081
mean3876.500-3862.375=14.125
σ1848.299-1830.519=17.780
min1279.000-1278.000=1.000
max6161.000-6111.000=50.000
mean86.148-85.567=0.581
σ17.921-18.364=-0.443
min70.663-69.066=1.596
max125.239-120.393=4.846
op=vertical_lookup_list() on unindexed missing Int
mean40.946
σ0.002
min40.945
max40.949
mean6161.000-6111.000=50.000
σ0.000
min6161.000-6111.000=50.000
max6161.000-6111.000=50.000
mean62.299-62.293=0.007
σ1.714-3.797=-2.083
min60.798-59.889=0.908
max65.122-69.940=-4.818
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.687-66.687=-0.000
σ0.002-0.002=0.000
min66.686-66.686=-0.000
max66.690-66.690=0.000
mean6161.000-6111.000=50.000
σ0.000
min6161.000-6111.000=50.000
max6161.000-6111.000=50.000
mean99.312-98.399=0.912
σ0.316-1.479=-1.163
min98.826-96.943=1.882
max99.891-101.806=-1.915

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11849.156-11849.155=0.001
σ4.304-4.304=-0.000
min11847.561-11847.561=-0.000
max11859.806
mean3876.500-3862.375=14.125
σ1848.299-1830.519=17.780
min1279.000-1278.000=1.000
max6161.000-6111.000=50.000
mean6108.627-6333.162=-224.536
σ1114.160-1414.492=-300.332
min5070.205-5031.583=38.622
max7982.510-8313.941=-331.430
op=vertical_lookup_list() on indexed
mean10791.094-10791.094=-0.000
σ0.002-0.002=-0.000
min10791.092
max10791.096-10791.096=-0.001
mean6161.000-6111.000=50.000
σ0.000
min6161.000-6111.000=50.000
max6161.000-6111.000=50.000
mean4960.025-4930.654=29.370
σ1228.978-1583.900=-354.922
min4071.847-4047.627=24.220
max7061.384-7569.355=-507.971

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean476.000-478.000=-2.000
σ0.000
min476.000-478.000=-2.000
max476.000-478.000=-2.000
mean378.709-379.277=-0.567
σ21.942-33.239=-11.297
min339.762-297.227=42.536
max397.158-393.605=3.554
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean561.000-560.500=0.500
σ0.000-1.604=-1.604
min561.000-559.000=2.000
max561.000-562.000=-1.000
mean743.730-746.786=-3.056
σ53.178-70.325=-17.147
min630.627-629.461=1.166
max799.986-840.416=-40.429

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.327-1024.328=-0.001
σ0.759-0.759=0.001
min1023.851-1023.854=-0.003
max1027.465-1027.466=-0.001
mean1049.300-1063.200=-13.900
σ318.996-316.056=2.940
min544.000-594.000=-50.000
max1562.000-1568.000=-6.000
mean1.565-1.561=0.005
σ0.076-0.046=0.030
min1.430-1.507=-0.077
max1.758-1.653=0.105

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
mean0.422-0.429=-0.007
σ0.510-0.556=-0.046
min0.145-0.150=-0.005
max1.323-1.420=-0.098
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.479-0.839=-0.361
σ0.319-0.509=-0.190
min0.318-0.586=-0.268
max1.049-1.748=-0.699
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.221-0.383=-0.162
σ0.027-0.034=-0.006
min0.202-0.354=-0.152
max0.269-0.442=-0.173
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.330-0.586=-0.255
σ0.017-0.031=-0.014
min0.318-0.559=-0.242
max0.360-0.638=-0.277

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.600-431.800=4.800
σ6.066-1.789=4.277
min431.000
max443.000-435.000=8.000
mean0.559-0.579=-0.020
σ0.054-0.103=-0.050
min0.493-0.494=-0.001
max0.624-0.749=-0.126
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean443.000
σ0.000
min443.000
max443.000
mean0.420-0.469=-0.049
σ0.039-0.060=-0.021
min0.378-0.381=-0.003
max0.462-0.523=-0.062

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
mean1.964-2.677=-0.713
σ0.067-0.071=-0.004
min1.855-2.494=-0.638
max2.165-2.840=-0.676
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean443.000
σ0.000
min443.000
max443.000
mean1.973-2.608=-0.635
σ0.067-0.090=-0.023
min1.857-2.428=-0.571
max2.211-2.841=-0.630
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean443.000
σ0.000
min443.000
max443.000
mean0.305-0.312=-0.007
σ0.009-0.053=-0.044
min0.293-0.290=0.003
max0.357-0.826=-0.468
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean443.000
σ0.000
min443.000
max443.000
mean0.292-0.292=0.001
σ0.007-0.027=-0.020
min0.277-0.277=-0.001
max0.330-0.551=-0.221

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.726-298.749=-0.023
σ1.046-1.038=0.008
min298.333-298.360=-0.028
max301.699-301.701=-0.003
mean440.200-442.900=-2.700
σ17.974-14.310=3.664
min415.000-425.000=-10.000
max469.000
mean0.597-0.590=0.007
σ0.025-0.040=-0.015
min0.544-0.509=0.035
max0.636-0.643=-0.008

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678
σ0.000
min236.678
max236.678
mean1711.625-1686.875=24.750
σ3.889-0.354=3.536
min1702.000-1686.000=16.000
max1713.000-1687.000=26.000
mean213.048-211.584=1.464
σ2.945-3.531=-0.587
min209.038-205.853=3.185
max218.747-216.779=1.968
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1711.625-1686.875=24.750
σ3.889-0.354=3.536
min1702.000-1686.000=16.000
max1713.000-1687.000=26.000
mean11.153-11.156=-0.004
σ1.348-1.861=-0.513
min9.464-8.277=1.187
max12.731-12.934=-0.203
phase=parser
mean1042.367-1042.363=0.004
σ0.000-0.000=-0.000
min1042.367-1042.363=0.004
max1042.367-1042.364=0.004
mean1711.625-1686.875=24.750
σ3.889-0.354=3.536
min1702.000-1686.000=16.000
max1713.000-1687.000=26.000
mean636.438-661.371=-24.934
σ163.485-71.723=91.761
min384.566-567.493=-182.927
max831.585-736.043=95.542
phase=processProdDef
mean4753.276-4753.280=-0.004
σ0.000
min4753.276-4753.279=-0.004
max4753.276-4753.280=-0.004
mean1713.000-1687.000=26.000
σ0.000
min1713.000-1687.000=26.000
max1713.000-1687.000=26.000
mean4329.425-4259.267=70.158
σ596.028-706.934=-110.906
min3594.440-3129.092=465.348
max5401.349-5441.662=-40.313
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1711.625-1686.875=24.750
σ3.889-0.354=3.536
min1702.000-1686.000=16.000
max1713.000-1687.000=26.000
mean37.966-41.300=-3.334
σ9.155-7.847=1.308
min27.123-26.211=0.912
max48.459-47.849=0.610
phase=type checker
mean990.454
σ0.071
min990.348
max990.567
mean1711.625-1686.875=24.750
σ3.889-0.354=3.536
min1702.000-1686.000=16.000
max1713.000-1687.000=26.000
mean808.703-805.077=3.626
σ99.072-77.383=21.689
min655.930-683.331=-27.401
max899.619-923.435=-23.816

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=-0.001
max293.957-293.958=-0.001
mean442.200-448.000=-5.800
σ1.643-0.000=1.643
min441.000-448.000=-7.000
max444.000-448.000=-4.000
mean0.393-0.403=-0.010
σ0.016-0.014=0.002
min0.369-0.391=-0.022
max0.414-0.425=-0.010
iters=5
new-facts=1
prior-facts=6402
mean1320.289-1320.309=-0.020
σ0.042-0.025=0.017
min1320.237-1320.280=-0.043
max1320.335-1320.337=-0.002
mean1111.200-1083.000=28.200
σ187.716-164.009=23.707
min891.000-887.000=4.000
max1373.000-1306.000=67.000
mean2.241-2.282=-0.041
σ0.058-0.140=-0.082
min2.162-2.146=0.016
max2.318-2.457=-0.139
iters=5
new-facts=6402
prior-facts=1
mean1559.454-1559.472=-0.018
σ3.344-3.407=-0.063
min1557.821-1557.812=0.009
max1565.433-1565.562=-0.129
mean619.000-625.600=-6.600
σ93.723-89.690=4.033
min496.000-504.000=-8.000
max730.000-728.000=2.000
mean2.337-2.444=-0.108
σ0.273-0.319=-0.046
min2.105-2.064=0.041
max2.789-2.882=-0.093
iters=5
new-facts=6402
prior-facts=6402
mean1882.265-1882.267=-0.002
σ0.067-0.053=0.014
min1882.175-1882.202=-0.028
max1882.353-1882.345=0.008
mean1761.000-1721.600=39.400
σ208.825-173.992=34.833
min1505.000-1472.000=33.000
max1965.000-1882.000=83.000
mean3.074-3.054=0.020
σ0.139-0.231=-0.092
min2.886-2.883=0.003
max3.241-3.459=-0.218

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.822-1.851=-0.029
σ0.099-0.120=-0.021
min1.721-1.655=0.066
max1.961-1.960=0.001

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.409-452.411=-0.002
σ583.279-583.278=0.000
min160.766-160.770=-0.004
max1327.327-1327.329=-0.001
mean102.250
σ8.500
min98.000
max115.000
mean444.000
σ0.000
min444.000
max444.000
mean0.506-0.554=-0.048
σ0.471-0.568=-0.097
min0.269-0.266=0.003
max1.212-1.406=-0.194
policies=20
mean1608.021-1608.042=-0.021
σ0.424-0.419=0.005
min1607.747-1607.759=-0.012
max1608.653-1608.663=-0.010
mean980.000
σ0.000
min980.000
max980.000
mean452.500-449.250=3.250
σ11.818-3.500=8.318
min444.000
max470.000-451.000=19.000
mean2.708-2.701=0.006
σ0.007-0.018=-0.011
min2.701-2.690=0.010
max2.714-2.728=-0.014
policies=200
mean16088.513-16088.590=-0.077
σ0.107-0.120=-0.013
min16088.423-16088.507=-0.085
max16088.663-16088.766=-0.103
mean9800.000
σ0.000
min9800.000
max9800.000
mean500.250-499.750=0.500
σ4.573-5.315=-0.742
min495.000-494.000=1.000
max505.000-506.000=-1.000
mean27.210-27.148=0.062
σ0.046-0.031=0.014
min27.179-27.121=0.059
max27.277-27.191=0.087