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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
mean54.618
σ0.350
min54.487
max55.614
mean415.000
σ0.000
min415.000
max415.000
mean0.140
σ0.004
min0.135
max0.146
cache=y
dps=1
iters=10
policies=100
mean43.787
σ0.006
min43.778
max43.799
mean415.000
σ0.000
min415.000
max415.000
mean0.131
σ0.009
min0.120
max0.142

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.618
σ0.002
min36.616
max36.620
mean4267.750
σ1879.367
min1976.000
max7546.000
mean12.493
σ0.388
min11.993
max13.232
op=column_set() on indexed, repeat
mean36.617
σ0.002
min36.615
max36.620
mean4267.750
σ1879.367
min1976.000
max7546.000
mean12.541
σ0.625
min11.514
max13.338
op=table_records(), no indexes
mean41.928
σ0.000
min41.928
max41.929
mean7546.000
σ0.000
min7546.000
max7546.000
mean13.287
σ1.385
min10.494
max14.659
op=table_records(), repeat
mean41.928
σ0.002
min41.927
max41.932
mean4267.750
σ1879.367
min1976.000
max7546.000
mean12.129
σ1.736
min10.608
max15.183
op=vertical_lookup_list() on indexed, after table_records()
mean27.605
σ0.002
min27.603
max27.607
mean4267.750
σ1879.367
min1976.000
max7546.000
mean8.791
σ1.354
min7.801
max12.008
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401
σ0.002
min26.399
max26.403
mean4267.750
σ1879.367
min1976.000
max7546.000
mean6.901
σ1.156
min6.169
max9.717
op=vertical_lookup_row_list() on 2 indexed
mean25.666
σ0.002
min25.665
max25.670
mean4267.750
σ1879.367
min1976.000
max7546.000
mean5.515
σ0.094
min5.377
max5.684
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.968
σ0.002
min25.967
max25.971
mean4267.750
σ1879.367
min1976.000
max7546.000
mean5.304
σ0.063
min5.214
max5.375

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean2524.593
σ0.000
min2524.593
max2524.594
mean7546.000
σ0.000
min7546.000
max7546.000
mean1048.784
σ6.576
min1041.423
max1061.277
op=load_product(), with indexes
mean8744.559
σ0.033
min8744.544
max8744.640
mean3789.125
σ1611.579
min1976.000
max5949.000
mean4778.092
σ1470.208
min3540.313
max7083.405

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.077
σ0.002
min62.076
max62.080
mean4267.750
σ1879.367
min1976.000
max7546.000
mean88.366
σ16.261
min72.079
max119.881
op=vertical_lookup_list() on unindexed missing Int
mean40.944
σ0.001
min40.944
max40.945
mean7546.000
σ0.000
min7546.000
max7546.000
mean99.731
σ9.397
min84.048
max108.502
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.686
σ0.000
min66.685
max66.686
mean7546.000
σ0.000
min7546.000
max7546.000
mean150.301
σ15.734
min123.086
max167.543

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11656.833
σ4.317
min11655.305
max11667.517
mean4267.750
σ1879.367
min1976.000
max7546.000
mean6778.180
σ1328.597
min4985.591
max8540.189
op=vertical_lookup_list() on indexed
mean11560.068
σ0.001
min11560.066
max11560.069
mean7546.000
σ0.000
min7546.000
max7546.000
mean5424.324
σ1321.146
min4418.999
max7411.259

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.585
σ0.025
min172.558
max172.622
mean1976.000
σ0.000
min1976.000
max1976.000
mean363.607
σ42.560
min271.714
max404.144
op=pointedIndexFromKvs
rows=400000
mean357.357
σ0.035
min357.321
max357.400
mean1976.000
σ0.000
min1976.000
max1976.000
mean773.285
σ35.632
min710.023
max815.136

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1008.183
σ0.903
min1007.688
max1011.939
mean1042.000
σ293.166
min547.000
max1438.000
mean1.550
σ0.049
min1.486
max1.644

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.883
σ0.002
min0.881
max0.886
mean1438.000
σ0.000
min1438.000
max1438.000
mean0.409
σ0.125
min0.321
max0.628
name=error_case.art
mean2.333
σ0.003
min2.332
max2.337
mean1438.000
σ0.000
min1438.000
max1438.000
mean0.868
σ0.090
min0.805
max1.022
name=heavy_item.art
mean1.521
σ0.002
min1.520
max1.524
mean1438.000
σ0.000
min1438.000
max1438.000
mean0.532
σ0.044
min0.504
max0.607
name=nested_use.art
mean2.355
σ0.002
min2.355
max2.358
mean1438.000
σ0.000
min1438.000
max1438.000
mean0.840
σ0.031
min0.810
max0.891

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean963.544
σ0.025
min963.524
max963.585
mean1438.000
σ0.000
min1438.000
max1438.000
mean0.829
σ0.034
min0.780
max0.864
name=cdr_enhanced_4k_loc.art
mean884.853
σ0.006
min884.847
max884.860
mean1438.000
σ0.000
min1438.000
max1438.000
mean0.731
σ0.033
min0.672
max0.752

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.706
σ0.002
min7.705
max7.712
mean1438.000
σ0.000
min1438.000
max1438.000
mean4.257
σ0.084
min4.093
max4.545
name=record_render_large_syntax_err.art
mean7.655
σ0.002
min7.654
max7.658
mean1438.000
σ0.000
min1438.000
max1438.000
mean4.236
σ0.066
min4.104
max4.494
name=record_render_success.art
mean2.288
σ0.002
min2.287
max2.291
mean1438.000
σ0.000
min1438.000
max1438.000
mean0.750
σ0.018
min0.718
max0.837
name=record_render_syntax_err.art
mean2.163
σ0.002
min2.163
max2.166
mean1438.000
σ0.000
min1438.000
max1438.000
mean0.713
σ0.018
min0.684
max0.791

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean297.462
σ0.238
min297.317
max298.125
mean1976.000
σ0.000
min1976.000
max1976.000
mean0.601
σ0.053
min0.542
max0.723

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean221.997
σ0.000
min221.997
max221.997
mean1751.250
σ36.062
min1662.000
max1764.000
mean207.689
σ2.421
min204.160
max210.657
phase=macro expansion
mean6.127
σ0.000
min6.127
max6.127
mean1751.250
σ36.062
min1662.000
max1764.000
mean12.276
σ1.139
min9.474
max12.848
phase=parser
mean1041.087
σ0.000
min1041.086
max1041.087
mean1751.250
σ36.062
min1662.000
max1764.000
mean709.285
σ45.586
min596.711
max731.045
phase=processProdDef
mean6169.662
σ0.002
min6169.661
max6169.666
mean1764.000
σ0.000
min1764.000
max1764.000
mean5278.532
σ1047.273
min3801.277
max6940.085
phase=renaming
mean21.670
σ0.000
min21.670
max21.670
mean1751.250
σ36.062
min1662.000
max1764.000
mean46.753
σ2.675
min40.213
max48.141
phase=type checker
mean958.665
σ0.055
min958.579
max958.736
mean1751.250
σ36.062
min1662.000
max1764.000
mean787.059
σ69.208
min668.268
max882.935

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean289.768
σ0.037
min289.715
max289.806
mean1764.000
σ0.000
min1764.000
max1764.000
mean0.394
σ0.012
min0.388
max0.415
iters=5
new-facts=1
prior-facts=6402
mean1299.612
σ0.107
min1299.505
max1299.790
mean1764.000
σ0.000
min1764.000
max1764.000
mean2.037
σ0.118
min1.938
max2.197
iters=5
new-facts=6402
prior-facts=1
mean1542.644
σ4.000
min1540.698
max1549.794
mean1764.000
σ0.000
min1764.000
max1764.000
mean2.285
σ0.134
min2.122
max2.450
iters=5
new-facts=6402
prior-facts=6402
mean1861.648
σ0.066
min1861.585
max1861.732
mean1855.200
σ111.046
min1764.000
max1976.000
mean3.212
σ0.317
min2.911
max3.587

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.777
σ0.145
min1.611
max1.938

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean446.185
σ577.141
min157.615
max1311.897
mean96.250
σ8.500
min92.000
max109.000
mean1764.000
σ0.000
min1764.000
max1764.000
mean0.438
σ0.324
min0.272
max0.925
policies=20
mean1576.448
σ0.401
min1576.184
max1577.046
mean920.000
σ0.000
min920.000
max920.000
mean1764.000
σ0.000
min1764.000
max1764.000
mean2.721
σ0.008
min2.710
max2.729
policies=200
mean15772.246
σ0.198
min15772.033
max15772.507
mean9200.000
σ0.000
min9200.000
max9200.000
mean1764.000
σ0.000
min1764.000
max1764.000
mean27.248
σ0.416
min26.742
max27.694