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grey: no significant change wrt stddev
red: change exceeding max stddev
purple: some change, not seemingly significant

Aggregation: measureAggregations

Factorallocated MiBpeak allocated MiBtime_s
cache=n
dps=1
iters=10
policies=100
mean54.574
σ0.349
min54.435
max55.567
mean418.700
σ0.483
min418.000
max419.000
mean0.138
σ0.006
min0.132
max0.148
cache=y
dps=1
iters=10
policies=100
mean43.706
σ0.008
min43.692
max43.719
mean419.000
σ0.000
min419.000
max419.000
mean0.125
σ0.005
min0.120
max0.134

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.618
σ0.002
min36.616
max36.620
mean4157.625
σ1901.110
min1559.000
max7320.000
mean13.077
σ0.349
min12.764
max13.675
op=column_set() on indexed, repeat
mean36.617
σ0.002
min36.615
max36.620
mean4157.625
σ1901.110
min1559.000
max7320.000
mean13.071
σ0.641
min12.113
max14.075
op=table_records(), no indexes
mean41.932
σ0.001
min41.928
max41.933
mean7320.000
σ0.000
min7320.000
max7320.000
mean15.023
σ0.857
min13.025
max15.622
op=table_records(), repeat
mean41.929
σ0.002
min41.927
max41.931
mean4157.625
σ1901.110
min1559.000
max7320.000
mean12.771
σ1.950
min10.714
max15.304
op=vertical_lookup_list() on indexed, after table_records()
mean27.653
σ0.136
min27.603
max27.990
mean4157.625
σ1901.110
min1559.000
max7320.000
mean8.947
σ0.470
min8.362
max9.730
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.400
σ0.002
min26.399
max26.403
mean4157.625
σ1901.110
min1559.000
max7320.000
mean6.550
σ0.292
min6.049
max7.012
op=vertical_lookup_row_list() on 2 indexed
mean25.666
σ0.002
min25.664
max25.668
mean4157.625
σ1901.110
min1559.000
max7320.000
mean6.085
σ0.179
min5.805
max6.323
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.968
σ0.002
min25.967
max25.972
mean4157.625
σ1901.110
min1559.000
max7320.000
mean5.703
σ0.212
min5.302
max5.901

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean2524.606
σ0.000
min2524.606
max2524.606
mean7320.000
σ0.000
min7320.000
max7320.000
mean1039.718
σ10.215
min1029.025
max1061.281
op=load_product(), with indexes
mean8744.721
σ0.469
min8744.553
max8745.882
mean3579.875
σ1799.826
min1044.000
max5815.000
mean4973.980
σ1608.518
min3489.860
max7034.149

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.078
σ0.002
min62.076
max62.080
mean4157.625
σ1901.110
min1559.000
max7320.000
mean82.796
σ9.303
min72.394
max96.882
op=vertical_lookup_list() on unindexed missing Int
mean40.944
σ0.001
min40.944
max40.945
mean7320.000
σ0.000
min7320.000
max7320.000
mean105.096
σ5.644
min95.528
max111.899
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.686
σ0.000
min66.685
max66.687
mean7320.000
σ0.000
min7320.000
max7320.000
mean160.958
σ9.480
min140.166
max166.715

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11656.836
σ4.324
min11655.305
max11667.538
mean4157.625
σ1901.110
min1559.000
max7320.000
mean6380.491
σ1111.807
min4946.797
max7829.537
op=vertical_lookup_list() on indexed
mean11560.065
σ0.001
min11560.065
max11560.066
mean7320.000
σ0.000
min7320.000
max7320.000
mean5736.437
σ1849.422
min4334.288
max8756.636

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean476.000
σ0.000
min476.000
max476.000
mean382.063
σ16.796
min354.256
max395.579
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean560.250
σ0.463
min560.000
max561.000
mean730.291
σ47.209
min649.466
max778.509

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1008.502
σ0.759
min1008.025
max1011.641
mean1047.600
σ313.277
min573.000
max1510.000
mean1.535
σ0.096
min1.358
max1.759

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
mean0.396
σ0.507
min0.145
max1.301
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.547
σ0.305
min0.338
max1.061
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.218
σ0.022
min0.203
max0.257
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.338
σ0.019
min0.325
max0.370

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.741
σ0.011
min964.736
max964.760
mean429.000
σ0.000
min429.000
max429.000
mean0.579
σ0.032
min0.530
max0.603
name=cdr_enhanced_4k_loc.art
mean885.814
σ0.002
min885.812
max885.816
mean429.000
σ0.000
min429.000
max429.000
mean0.464
σ0.055
min0.397
max0.528

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.708
σ0.002
min7.707
max7.711
mean429.000
σ0.000
min429.000
max429.000
mean2.119
σ0.332
min1.806
max2.910
name=record_render_large_syntax_err.art
mean7.656
σ0.002
min7.655
max7.659
mean429.000
σ0.000
min429.000
max429.000
mean1.963
σ0.071
min1.847
max2.212
name=record_render_success.art
mean2.289
σ0.002
min2.288
max2.292
mean429.000
σ0.000
min429.000
max429.000
mean0.307
σ0.009
min0.291
max0.359
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean429.000
σ0.000
min429.000
max429.000
mean0.292
σ0.008
min0.277
max0.334

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.125
σ1.042
min297.720
max301.089
mean441.700
σ16.479
min418.000
max470.000
mean0.610
σ0.026
min0.548
max0.642

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean222.008
σ0.000
min222.008
max222.008
mean1745.000
σ0.000
min1745.000
max1745.000
mean207.950
σ0.982
min206.745
max209.234
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1745.000
σ0.000
min1745.000
max1745.000
mean10.909
σ2.164
min6.405
max12.694
phase=parser
mean1042.099
σ0.000
min1042.099
max1042.100
mean1745.000
σ0.000
min1745.000
max1745.000
mean649.182
σ113.973
min427.211
max734.295
phase=processProdDef
mean6169.659
σ0.000
min6169.658
max6169.659
mean1745.000
σ0.000
min1745.000
max1745.000
mean5324.935
σ1397.072
min3589.852
max7550.032
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1745.000
σ0.000
min1745.000
max1745.000
mean39.058
σ10.367
min20.725
max48.311
phase=type checker
mean958.457
σ0.066
min958.360
max958.547
mean1745.000
σ0.000
min1745.000
max1745.000
mean743.614
σ73.813
min630.717
max831.806

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.381
σ0.034
min293.333
max293.418
mean445.000
σ0.000
min445.000
max445.000
mean0.405
σ0.007
min0.399
max0.413
iters=5
new-facts=1
prior-facts=6402
mean1303.464
σ0.081
min1303.328
max1303.537
mean1100.000
σ195.388
min893.000
max1366.000
mean2.046
σ0.098
min1.946
max2.173
iters=5
new-facts=6402
prior-facts=1
mean1546.551
σ3.998
min1544.599
max1553.697
mean621.400
σ92.254
min494.000
max738.000
mean2.376
σ0.190
min2.174
max2.558
iters=5
new-facts=6402
prior-facts=6402
mean1865.439
σ0.043
min1865.390
max1865.489
mean1712.000
σ164.918
min1502.000
max1939.000
mean2.905
σ0.060
min2.814
max2.962

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.762
σ0.122
min1.636
max1.920

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean447.982
σ579.239
min158.358
max1316.840
mean96.250
σ8.500
min92.000
max109.000
mean444.000
σ0.000
min444.000
max444.000
mean0.461
σ0.391
min0.263
max1.048
policies=20
mean1583.934
σ0.361
min1583.680
max1584.467
mean920.000
σ0.000
min920.000
max920.000
mean446.250
σ1.500
min444.000
max447.000
mean2.643
σ0.013
min2.634
max2.663
policies=200
mean15847.312
σ0.119
min15847.218
max15847.480
mean9200.000
σ0.000
min9200.000
max9200.000
mean497.000
σ4.546
min492.000
max503.000
mean26.778
σ0.148
min26.572
max26.912