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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
mean54.617
σ0.350
min54.486
max55.614
mean413.000
σ0.000
min413.000
max413.000
mean0.140
σ0.005
min0.135
max0.148
cache=y
dps=1
iters=10
policies=100
mean43.785
σ0.007
min43.780
max43.801
mean413.000
σ0.000
min413.000
max413.000
mean0.121
σ0.004
min0.116
max0.127

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
iterations=8
operation_display=column_set() on indexed
rows=200000
mean36.617
σ0.002
min36.615
max36.620
mean4286.125
σ1981.727
min1548.000
max7204.000
mean56.705
σ123.798
min12.645
max363.090
iterations=8
operation_display=column_set() on indexed, repeat
rows=200000
mean36.617
σ0.002
min36.616
max36.620
mean4286.125
σ1981.727
min1548.000
max7204.000
mean12.564
σ0.752
min11.825
max13.628
iterations=8
operation_display=table_records(), no indexes
rows=200000
mean41.929
σ0.002
min41.928
max41.932
mean7204.000
σ0.000
min7204.000
max7204.000
mean15.061
σ1.400
min12.126
max16.398
iterations=8
operation_display=table_records(), no indexes, repeat
rows=200000
mean41.930
σ0.002
min41.928
max41.932
mean7204.000
σ0.000
min7204.000
max7204.000
mean13.545
σ1.198
min11.673
max14.902
iterations=8
operation_display=table_records(), repeat
rows=200000
mean41.929
σ0.002
min41.927
max41.931
mean4169.750
σ1903.992
min1548.000
max7204.000
mean13.913
σ1.622
min11.518
max15.246
iterations=8
operation_display=vertical_lookup_list() on indexed, after table_records()
rows=200000
mean27.605
σ0.002
min27.603
max27.607
mean4169.750
σ1903.992
min1548.000
max7204.000
mean9.143
σ0.272
min8.724
max9.473
iterations=8
operation_display=vertical_lookup_list() on indexed, after table_records(), repeat
rows=200000
mean26.401
σ0.002
min26.399
max26.403
mean4169.750
σ1903.992
min1548.000
max7204.000
mean6.837
σ0.388
min6.240
max7.264
iterations=8
operation_display=vertical_lookup_row_list() on 2 indexed
rows=200000
mean25.666
σ0.002
min25.664
max25.670
mean4286.125
σ1981.727
min1548.000
max7204.000
mean6.022
σ0.241
min5.744
max6.554
iterations=8
operation_display=vertical_lookup_row_list() on 2 indexed, repeat
rows=200000
mean25.661
σ0.002
min25.659
max25.663
mean4286.125
σ1981.727
min1548.000
max7204.000
mean5.646
σ0.137
min5.430
max5.911
iterations=8
operation_display=vertical_lookup_row_list() on 3 (1 unindexed)
rows=200000
mean25.970
σ0.002
min25.967
max25.972
mean4286.125
σ1981.727
min1548.000
max7204.000
mean5.743
σ0.241
min5.279
max6.074
iterations=8
operation_display=vertical_lookup_row_list() on 3 (1 unindexed), repeat
rows=200000
mean25.968
σ0.002
min25.967
max25.971
mean4286.125
σ1981.727
min1548.000
max7204.000
mean5.541
σ0.170
min5.207
max5.766

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
iterations=8
operation_display=load_product(), no indexes
rows=200000
mean2524.595
σ0.002
min2524.594
max2524.598
mean7204.000
σ0.000
min7204.000
max7204.000
mean1160.705
σ320.864
min1036.521
max1954.586
iterations=8
operation_display=load_product(), with indexes
rows=200000
mean8744.561
σ0.041
min8744.545
max8744.661
mean3592.000
σ1821.638
min1071.000
max5829.000
mean4874.915
σ1519.134
min3524.833
max7164.574

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
iterations=8
operation_display=column_set() on unindexed, dense
rows=200000
mean62.077
σ0.002
min62.076
max62.080
mean4169.750
σ1903.992
min1548.000
max7204.000
mean80.340
σ9.452
min71.816
max97.702
iterations=8
operation_display=column_set() on unindexed, dense, repeat
rows=200000
mean62.077
σ0.002
min62.076
max62.080
mean4169.750
σ1903.992
min1548.000
max7204.000
mean81.028
σ9.289
min72.271
max97.500
iterations=8
operation_display=vertical_lookup_list() on unindexed missing Int
rows=200000
mean40.945
σ0.002
min40.943
max40.947
mean7204.000
σ0.000
min7204.000
max7204.000
mean101.746
σ13.398
min70.784
max109.595
iterations=8
operation_display=vertical_lookup_list() on unindexed missing Int, repeat
rows=200000
mean40.945
σ0.002
min40.943
max40.948
mean7204.000
σ0.000
min7204.000
max7204.000
mean101.721
σ13.573
min70.295
max110.255
iterations=8
operation_display=vertical_lookup_list() on unindexed unique Int near end
rows=200000
mean40.951
σ0.002
min40.949
max40.953
mean7204.000
σ0.000
min7204.000
max7204.000
mean104.976
σ12.293
min77.246
max113.580
iterations=8
operation_display=vertical_lookup_list() on unindexed unique Int near end, repeat
rows=200000
mean40.950
σ0.002
min40.949
max40.954
mean7204.000
σ0.000
min7204.000
max7204.000
mean101.895
σ13.163
min71.475
max109.591
iterations=8
operation_display=vertical_lookup_row_list() on unindexed small unique Int
rows=200000
mean66.686
σ0.001
min66.686
max66.689
mean7204.000
σ0.000
min7204.000
max7204.000
mean243.094
σ245.832
min114.805
max849.836
iterations=8
operation_display=vertical_lookup_row_list() on unindexed small unique Int, repeat
rows=200000
mean66.687
σ0.002
min66.685
max66.690
mean7204.000
σ0.000
min7204.000
max7204.000
mean154.478
σ19.620
min114.126
max169.128

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
iterations=8
operation_display=table_records()
rows=200000
mean11656.833
σ4.318
min11655.305
max11667.520
mean4169.750
σ1903.992
min1548.000
max7204.000
mean6837.484
σ1190.012
min4930.073
max8132.339
iterations=8
operation_display=vertical_lookup_list() on indexed
rows=200000
mean11560.066
σ0.002
min11560.064
max11560.068
mean7204.000
σ0.000
min7204.000
max7204.000
mean6176.981
σ1659.127
min4388.695
max8437.207

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
iterations=8
operation_display=pointedIndexFromKvs
rows=200000
mean172.666
σ0.007
min172.654
max172.678
mean485.250
σ0.707
min485.000
max487.000
mean395.718
σ19.662
min356.802
max418.161
iterations=8
operation_display=pointedIndexFromKvs
rows=400000
mean357.467
σ0.164
min357.321
max357.683
mean571.000
σ0.000
min571.000
max571.000
mean792.192
σ25.311
min765.549
max848.434

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1008.080
σ0.760
min1007.609
max1011.225
mean7204.000
σ0.000
min7204.000
max7204.000
mean1.558
σ0.125
min1.400
max1.809

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.884
σ0.003
min0.881
max0.887
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.326
σ0.112
min0.236
max0.509
name=error_case.art
mean2.333
σ0.003
min2.332
max2.337
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.874
σ0.090
min0.807
max1.031
name=heavy_item.art
mean1.521
σ0.002
min1.520
max1.524
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.534
σ0.040
min0.487
max0.589
name=nested_use.art
mean2.355
σ0.002
min2.355
max2.358
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.849
σ0.034
min0.821
max0.904

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean963.541
σ0.022
min963.523
max963.577
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.786
σ0.040
min0.746
max0.846
name=cdr_enhanced_4k_loc.art
mean884.853
σ0.006
min884.847
max884.859
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.727
σ0.017
min0.697
max0.738

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.706
σ0.002
min7.705
max7.711
mean7204.000
σ0.000
min7204.000
max7204.000
mean4.305
σ0.086
min4.143
max4.534
name=record_render_large_syntax_err.art
mean7.655
σ0.002
min7.654
max7.658
mean7204.000
σ0.000
min7204.000
max7204.000
mean4.260
σ0.088
min4.104
max4.571
name=record_render_success.art
mean2.288
σ0.002
min2.287
max2.291
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.746
σ0.021
min0.633
max0.855
name=record_render_syntax_err.art
mean2.163
σ0.002
min2.163
max2.166
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.701
σ0.038
min0.487
max0.781

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean297.544
σ0.205
min297.387
max298.107
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.564
σ0.034
min0.515
max0.610

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean289.731
σ0.032
min289.683
max289.773
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.391
σ0.001
min0.389
max0.392
iters=5
new-facts=1
prior-facts=6402
mean1299.639
σ0.092
min1299.529
max1299.770
mean7204.000
σ0.000
min7204.000
max7204.000
mean1.930
σ0.044
min1.855
max1.968
iters=5
new-facts=6402
prior-facts=1
mean1542.621
σ4.064
min1540.586
max1549.882
mean7204.000
σ0.000
min7204.000
max7204.000
mean2.315
σ0.218
min2.103
max2.648
iters=5
new-facts=6402
prior-facts=6402
mean1861.600
σ0.057
min1861.513
max1861.651
mean7204.000
σ0.000
min7204.000
max7204.000
mean2.924
σ0.075
min2.857
max3.032

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.772
σ0.116
min1.644
max1.909

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean446.148
σ577.064
min157.614
max1311.745
mean96.250
σ8.500
min92.000
max109.000
mean7204.000
σ0.000
min7204.000
max7204.000
mean0.542
σ0.554
min0.262
max1.373
policies=20
mean1576.415
σ0.344
min1576.182
max1576.924
mean920.000
σ0.000
min920.000
max920.000
mean7204.000
σ0.000
min7204.000
max7204.000
mean2.627
σ0.021
min2.606
max2.654
policies=200
mean15772.218
σ0.052
min15772.169
max15772.285
mean9200.000
σ0.000
min9200.000
max9200.000
mean7204.000
σ0.000
min7204.000
max7204.000
mean26.517
σ0.219
min26.381
max26.841