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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
mean53.705-54.045=-0.341
σ0.369-0.370=-0.000
min53.556-53.897=-0.340
max54.755-55.097=-0.341
mean415.000-421.000=-6.000
σ0.000
min415.000-421.000=-6.000
max415.000-421.000=-6.000
mean0.139-0.140=-0.001
σ0.004-0.005=-0.001
min0.135-0.137=-0.002
max0.145-0.151=-0.005
cache=y
dps=1
iters=10
policies=100
mean43.057-43.384=-0.326
σ0.007-0.006=0.001
min43.045-43.374=-0.329
max43.070-43.392=-0.321
mean415.000-421.000=-6.000
σ0.000
min415.000-421.000=-6.000
max415.000-421.000=-6.000
mean0.122-0.123=-0.001
σ0.004-0.004=-0.000
min0.118-0.119=-0.001
max0.128-0.131=-0.002

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
mean4285.625
σ1981.810
min1549.000
max7210.000
mean95.047
σ232.649
min12.597
max670.825
iterations=8
operation_display=column_set() on indexed, repeat
rows=200000
mean36.618
σ0.002
min36.616
max36.620
mean4285.625
σ1981.810
min1549.000
max7210.000
mean14.610
σ4.277
min12.610
max25.180
iterations=8
operation_display=table_records(), no indexes
rows=200000
mean41.929
σ0.002
min41.928
max41.932
mean7210.000
σ0.000
min7210.000
max7210.000
mean15.000
σ1.090
min12.728
max15.962
iterations=8
operation_display=table_records(), no indexes, repeat
rows=200000
mean41.930
σ0.002
min41.928
max41.932
mean7210.000
σ0.000
min7210.000
max7210.000
mean13.540
σ1.432
min11.124
max14.776
iterations=8
operation_display=table_records(), repeat
rows=200000
mean41.929
σ0.002
min41.927
max41.931
mean4169.250
σ1904.322
min1549.000
max7210.000
mean13.646
σ1.557
min11.273
max15.374
iterations=8
operation_display=vertical_lookup_list() on indexed, after table_records()
rows=200000
mean27.605
σ0.002
min27.603
max27.607
mean4169.250
σ1904.322
min1549.000
max7210.000
mean8.965
σ0.431
min8.057
max9.399
iterations=8
operation_display=vertical_lookup_list() on indexed, after table_records(), repeat
rows=200000
mean26.400
σ0.001
min26.399
max26.403
mean4169.250
σ1904.322
min1549.000
max7210.000
mean6.927
σ0.256
min6.396
max7.270
iterations=8
operation_display=vertical_lookup_row_list() on 2 indexed
rows=200000
mean25.666
σ0.002
min25.664
max25.668
mean4285.625
σ1981.810
min1549.000
max7210.000
mean6.402
σ0.996
min5.855
max8.843
iterations=8
operation_display=vertical_lookup_row_list() on 2 indexed, repeat
rows=200000
mean25.661
σ0.002
min25.659
max25.663
mean4285.625
σ1981.810
min1549.000
max7210.000
mean5.998
σ1.045
min5.487
max8.564
iterations=8
operation_display=vertical_lookup_row_list() on 3 (1 unindexed)
rows=200000
mean25.969
σ0.003
min25.967
max25.975
mean4285.625
σ1981.810
min1549.000
max7210.000
mean6.022
σ1.033
min5.582
max8.572
iterations=8
operation_display=vertical_lookup_row_list() on 3 (1 unindexed), repeat
rows=200000
mean25.968
σ0.002
min25.967
max25.971
mean4285.625
σ1981.810
min1549.000
max7210.000
mean5.996
σ0.935
min5.495
max8.263

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
iterations=8
operation_display=load_product(), no indexes
rows=200000
mean2524.596
σ0.002
min2524.594
max2524.598
mean7210.000
σ0.000
min7210.000
max7210.000
mean1527.166
σ775.106
min1042.413
max2797.276
iterations=8
operation_display=load_product(), with indexes
rows=200000
mean8744.560
σ0.041
min8744.545
max8744.661
mean3591.000
σ1819.547
min1073.000
max5825.000
mean4841.011
σ1692.439
min3504.303
max7350.002

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
iterations=8
operation_display=column_set() on unindexed, dense
rows=200000
mean62.077
σ0.001
min62.076
max62.080
mean4169.250
σ1904.322
min1549.000
max7210.000
mean80.039
σ6.672
min72.280
max91.716
iterations=8
operation_display=column_set() on unindexed, dense, repeat
rows=200000
mean62.077
σ0.002
min62.076
max62.080
mean4169.250
σ1904.322
min1549.000
max7210.000
mean81.033
σ6.959
min72.545
max92.754
iterations=8
operation_display=vertical_lookup_list() on unindexed missing Int
rows=200000
mean40.944
σ0.002
min40.943
max40.949
mean7210.000
σ0.000
min7210.000
max7210.000
mean104.110
σ8.500
min89.650
max109.507
iterations=8
operation_display=vertical_lookup_list() on unindexed missing Int, repeat
rows=200000
mean40.946
σ0.002
min40.944
max40.947
mean7210.000
σ0.000
min7210.000
max7210.000
mean104.044
σ8.487
min89.539
max109.421
iterations=8
operation_display=vertical_lookup_list() on unindexed unique Int near end
rows=200000
mean40.951
σ0.002
min40.949
max40.954
mean7210.000
σ0.000
min7210.000
max7210.000
mean105.885
σ9.089
min90.868
max114.815
iterations=8
operation_display=vertical_lookup_list() on unindexed unique Int near end, repeat
rows=200000
mean40.951
σ0.002
min40.949
max40.953
mean7210.000
σ0.000
min7210.000
max7210.000
mean104.268
σ8.487
min89.886
max109.633
iterations=8
operation_display=vertical_lookup_row_list() on unindexed small unique Int
rows=200000
mean66.686
σ0.002
min66.685
max66.690
mean7210.000
σ0.000
min7210.000
max7210.000
mean236.852
σ220.547
min140.197
max781.961
iterations=8
operation_display=vertical_lookup_row_list() on unindexed small unique Int, repeat
rows=200000
mean66.687
σ0.002
min66.685
max66.689
mean7210.000
σ0.000
min7210.000
max7210.000
mean156.369
σ15.051
min134.140
max169.396

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
iterations=8
operation_display=table_records()
rows=200000
mean11656.833
σ4.319
min11655.305
max11667.523
mean4169.250
σ1904.322
min1549.000
max7210.000
mean6242.709
σ1275.436
min4907.648
max8300.341
iterations=8
operation_display=vertical_lookup_list() on indexed
rows=200000
mean11560.065
σ0.001
min11560.064
max11560.068
mean7210.000
σ0.000
min7210.000
max7210.000
mean5496.021
σ1269.421
min4340.849
max7699.699

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
iterations=8
operation_display=pointedIndexFromKvs
rows=200000
mean172.662
σ0.018
min172.632
max172.679
mean486.000
σ0.000
min486.000
max486.000
mean374.980
σ36.644
min307.729
max418.976
iterations=8
operation_display=pointedIndexFromKvs
rows=400000
mean357.475
σ0.167
min357.321
max357.669
mean562.000
σ0.000
min562.000
max562.000
mean779.644
σ55.255
min644.818
max812.878

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1005.002-1006.982=-1.980
σ0.750-0.869=-0.118
min1004.530-1006.481=-1.951
max1008.103-1010.576=-2.472
mean7210.000-1047.800=6162.200
σ0.000-313.972=-313.972
min7210.000-578.000=6632.000
max7210.000-1642.000=5568.000
mean1.598-1.528=0.070
σ0.120-0.097=0.023
min1.405-1.344=0.061
max1.866-1.777=0.089

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.883-0.883=0.000
σ0.002-0.002=-0.000
min0.881-0.882=-0.000
max0.886-0.887=-0.001
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean0.418-0.421=-0.003
σ0.122-0.133=-0.010
min0.348-0.333=0.014
max0.633-0.656=-0.022
name=error_case.art
mean2.333-2.339=-0.006
σ0.003-0.003=0.000
min2.332-2.337=-0.005
max2.337-2.342=-0.005
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean0.880-0.890=-0.010
σ0.085-0.087=-0.002
min0.822-0.826=-0.003
max1.024-1.036=-0.013
name=heavy_item.art
mean1.521-1.523=-0.002
σ0.002-0.001=0.001
min1.520-1.522=-0.002
max1.524-1.525=-0.001
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean0.546-0.538=0.008
σ0.043-0.046=-0.003
min0.520-0.496=0.024
max0.621-0.615=0.006
name=nested_use.art
mean2.355-2.362=-0.006
σ0.002-0.002=-0.000
min2.355-2.360=-0.005
max2.358-2.364=-0.005
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean0.854-0.862=-0.008
σ0.043-0.041=0.002
min0.817-0.826=-0.008
max0.926-0.927=-0.001

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean963.552-964.831=-1.279
σ0.028-0.025=0.003
min963.534-964.802=-1.268
max963.601-964.863=-1.261
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean0.773-0.830=-0.057
σ0.065-0.039=0.026
min0.696-0.781=-0.085
max0.852-0.864=-0.011
name=cdr_enhanced_4k_loc.art
mean884.854-885.514=-0.660
σ0.009-0.004=0.005
min884.847-885.508=-0.661
max884.868-885.518=-0.650
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean0.691-0.715=-0.024
σ0.047-0.024=0.023
min0.640-0.674=-0.034
max0.736-0.733=0.003

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.706-7.716=-0.010
σ0.002-0.002=-0.000
min7.705-7.715=-0.010
max7.709-7.721=-0.011
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean4.267-4.249=0.018
σ0.089-0.083=0.006
min4.139-4.145=-0.006
max4.647-4.633=0.015
name=record_render_large_syntax_err.art
mean7.655-7.665=-0.010
σ0.002-0.002=0.000
min7.654-7.664=-0.010
max7.658-7.668=-0.010
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean4.235-4.232=0.004
σ0.064-0.084=-0.021
min4.119-4.070=0.049
max4.432-4.570=-0.137
name=record_render_success.art
mean2.288-2.291=-0.003
σ0.002
min2.287-2.290=-0.003
max2.291-2.294=-0.003
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean0.751-0.739=0.012
σ0.018-0.018=0.000
min0.715-0.708=0.008
max0.882-0.854=0.028
name=record_render_syntax_err.art
mean2.163-2.166=-0.002
σ0.002
min2.163-2.165=-0.002
max2.166-2.169=-0.002
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean0.723-0.698=0.025
σ0.031-0.015=0.016
min0.578-0.664=-0.086
max0.904-0.788=0.116

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean294.378-295.428=-1.051
σ0.216-0.301=-0.085
min294.222-295.143=-0.921
max294.957-296.194=-1.237
mean7210.000-1912.000=5298.000
σ0.000
min7210.000-1912.000=5298.000
max7210.000-1912.000=5298.000
mean0.551-0.579=-0.028
σ0.031-0.061=-0.030
min0.515-0.501=0.014
max0.590-0.710=-0.120

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean281.468-285.401=-3.933
σ0.037-0.041=-0.004
min281.410-285.351=-3.941
max281.501-285.443=-3.941
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean0.395-0.394=0.001
σ0.012-0.009=0.002
min0.386-0.383=0.002
max0.412-0.404=0.008
iters=5
new-facts=1
prior-facts=6402
mean1291.509-1295.794=-4.285
σ0.117-0.106=0.011
min1291.373-1295.675=-4.302
max1291.631-1295.921=-4.290
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean1.929-1.982=-0.053
σ0.082-0.134=-0.053
min1.798-1.829=-0.032
max2.003-2.183=-0.180
iters=5
new-facts=6402
prior-facts=1
mean1534.387-1539.966=-5.579
σ4.025-6.846=-2.821
min1532.354-1536.677=-4.323
max1541.581-1552.207=-10.626
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean2.377-2.377=0.000
σ0.265-0.214=0.051
min1.991-2.050=-0.059
max2.668-2.627=0.040
iters=5
new-facts=6402
prior-facts=6402
mean1853.320-1857.704=-4.384
σ0.063-0.057=0.006
min1853.226-1857.652=-4.426
max1853.378-1857.786=-4.408
mean7210.000-1773.200=5436.800
σ0.000-134.437=-134.437
min7210.000-1642.000=5568.000
max7210.000-1912.000=5298.000
mean2.950-3.045=-0.095
σ0.127-0.184=-0.058
min2.863-2.858=0.005
max3.150-3.350=-0.200

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.483-1.369=0.114
σ0.193-0.286=-0.093
min1.269-1.118=0.152
max1.704-1.861=-0.157

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean442.431-445.741=-3.310
σ577.064-580.934=-3.870
min153.898-155.273=-1.375
max1308.027-1317.142=-9.115
mean96.250
σ8.500
min92.000
max109.000
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean0.545-0.545=-0.001
σ0.562-0.564=-0.002
min0.261-0.260=0.001
max1.388-1.391=-0.003
policies=20
mean1539.239-1552.999=-13.760
σ0.333-0.345=-0.012
min1539.012-1552.763=-13.751
max1539.733-1553.512=-13.779
mean920.000
σ0.000
min920.000
max920.000
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean2.607-2.612=-0.005
σ0.016-0.013=0.003
min2.585-2.596=-0.011
max2.623-2.628=-0.005
policies=200
mean15400.458-15538.022=-137.564
σ0.114-0.037=0.077
min15400.379-15537.997=-137.618
max15400.626-15538.077=-137.451
mean9200.000
σ0.000
min9200.000
max9200.000
mean7210.000-1642.000=5568.000
σ0.000
min7210.000-1642.000=5568.000
max7210.000-1642.000=5568.000
mean26.308-26.511=-0.203
σ0.072-0.229=-0.158
min26.243-26.264=-0.020
max26.395-26.818=-0.423