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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
mean54.678-33.979=20.699
σ0.358-0.050=0.307
min54.544-33.947=20.598
max55.695-34.119=21.576
mean416.000
σ0.000
min416.000
max416.000
mean0.140-0.084=0.056
σ0.006-0.003=0.003
min0.132-0.082=0.051
max0.149-0.091=0.058
cache=y
dps=1
iters=10
policies=100
mean43.704-23.317=20.387
σ0.007-0.003=0.004
min43.694-23.314=20.380
max43.715-23.324=20.391
mean416.000
σ0.000
min416.000
max416.000
mean0.125-0.065=0.060
σ0.004-0.003=0.001
min0.121-0.063=0.057
max0.130-0.072=0.058

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.618
σ0.002
min36.616
max36.620
mean3863.875
σ1832.186
min1280.000
max6116.000
mean12.472
σ0.406
min11.943
max13.072
op=column_set() on indexed, repeat
mean36.618
σ0.002
min36.616
max36.620
mean3863.875
σ1832.186
min1280.000
max6116.000
mean12.535
σ0.449
min11.647
max13.168
op=table_records(), no indexes
mean41.929
σ0.002
min41.928
max41.933
mean6116.000
σ0.000
min6116.000
max6116.000
mean14.473
σ0.217
min14.174
max14.770
op=table_records(), repeat
mean41.928
σ0.000
min41.928
max41.929
mean3863.875
σ1832.186
min1280.000
max6116.000
mean12.809
σ1.739
min10.483
max15.652
op=vertical_lookup_list() on indexed, after table_records()
mean27.654
σ0.136
min27.604
max27.991
mean3863.875
σ1832.186
min1280.000
max6116.000
mean8.950
σ1.421
min7.953
max12.401
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401
σ0.002
min26.400
max26.404
mean3863.875
σ1832.186
min1280.000
max6116.000
mean6.896
σ1.282
min5.961
max10.012
op=vertical_lookup_row_list() on 2 indexed
mean25.669
σ0.003
min25.666
max25.674
mean3863.875
σ1832.186
min1280.000
max6116.000
mean5.550
σ0.170
min5.243
max5.681
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970
σ0.002
min25.968
max25.974
mean3863.875
σ1832.186
min1280.000
max6116.000
mean5.318
σ0.063
min5.215
max5.421

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean2524.604
σ0.002
min2524.602
max2524.607
mean6116.000
σ0.000
min6116.000
max6116.000
mean1321.228
σ505.160
min1036.704
max2140.729
op=load_product(), with indexes
mean7878.102
σ0.469
min7877.935
max7879.264
mean3228.125
σ1829.593
min809.000
max6116.000
mean3801.047
σ1282.787
min3086.981
max6210.446

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.078
σ0.002
min62.076
max62.081
mean3863.875
σ1832.186
min1280.000
max6116.000
mean86.511
σ16.663
min70.387
max116.743
op=vertical_lookup_list() on unindexed missing Int
mean40.946
σ0.002
min40.945
max40.949
mean6116.000
σ0.000
min6116.000
max6116.000
mean62.569
σ4.111
min59.393
max70.251
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.687
σ0.002
min66.686
max66.690
mean6116.000
σ0.000
min6116.000
max6116.000
mean99.094
σ1.619
min98.044
max102.985

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11849.156
σ4.304
min11847.561
max11859.806
mean3863.875
σ1832.186
min1280.000
max6116.000
mean6366.419
σ1209.692
min5018.743
max8363.040
op=vertical_lookup_list() on indexed
mean10791.094
σ0.002
min10791.092
max10791.096
mean6116.000
σ0.000
min6116.000
max6116.000
mean5079.843
σ1525.072
min4062.373
max7485.630

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean477.000
σ0.000
min477.000
max477.000
mean373.171
σ17.737
min349.100
max390.600
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean560.000
σ0.000
min560.000
max560.000
mean755.059
σ48.990
min637.397
max792.079

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.327-1757.494=-733.167
σ0.759-0.365=0.394
min1023.853-1756.921=-733.068
max1027.464-1758.080=-730.616
mean1051.400-1647.200=-595.800
σ318.527-634.933=-316.405
min545.000-654.000=-109.000
max1563.000-2832.000=-1269.000
mean1.564-2.377=-0.813
σ0.073-0.110=-0.038
min1.405-2.281=-0.876
max1.724-2.671=-0.947

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
mean0.397
σ0.508
min0.145
max1.304
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.479
σ0.324
min0.324
max1.058
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.213
σ0.020
min0.193
max0.245
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.337
σ0.015
min0.325
max0.363

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean436.200
σ1.789
min433.000
max437.000
mean0.549
σ0.045
min0.486
max0.601
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean437.000
σ0.000
min437.000
max437.000
mean0.500
σ0.029
min0.469
max0.533

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean437.000
σ0.000
min437.000
max437.000
mean1.871
σ0.107
min1.729
max2.309
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean437.000
σ0.000
min437.000
max437.000
mean1.870
σ0.100
min1.703
max2.283
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean437.000
σ0.000
min437.000
max437.000
mean0.307
σ0.009
min0.293
max0.359
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean437.000
σ0.000
min437.000
max437.000
mean0.293
σ0.006
min0.279
max0.325

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.743
σ1.043
min298.310
max301.707
mean443.600
σ14.909
min425.000
max471.000
mean0.597
σ0.020
min0.547
max0.620

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678
σ0.000
min236.678
max236.678
mean1707.250
σ2.121
min1702.000
max1708.000
mean214.826
σ4.552
min209.663
max224.854
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1707.250
σ2.121
min1702.000
max1708.000
mean9.538
σ0.924
min7.451
max10.358
phase=parser
mean1042.367
σ0.000
min1042.367
max1042.367
mean1707.250
σ2.121
min1702.000
max1708.000
mean614.988
σ121.468
min422.386
max830.084
phase=processProdDef
mean4753.276
σ0.000
min4753.276
max4753.276
mean1708.000
σ0.000
min1708.000
max1708.000
mean4125.092
σ774.278
min3137.691
max5363.823
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1707.250
σ2.121
min1702.000
max1708.000
mean35.393
σ5.547
min26.222
max40.886
phase=type checker
mean990.454
σ0.071
min990.348
max990.567
mean1707.250
σ2.121
min1702.000
max1708.000
mean737.502
σ82.920
min650.917
max864.030

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.918-326.635=-32.717
σ0.038-0.054=-0.016
min293.864-326.539=-32.675
max293.957-326.668=-32.711
mean445.000-2832.000=-2387.000
σ0.000
min445.000-2832.000=-2387.000
max445.000-2832.000=-2387.000
mean0.399-0.423=-0.025
σ0.006-0.001=0.006
min0.393-0.422=-0.029
max0.407-0.424=-0.017
iters=5
new-facts=1
prior-facts=6402
mean1320.307-1988.804=-668.497
σ0.037-0.008=0.028
min1320.253-1988.792=-668.539
max1320.342-1988.814=-668.472
mean1088.200-2832.000=-1743.800
σ168.353-0.000=168.353
min889.000-2832.000=-1943.000
max1320.000-2832.000=-1512.000
mean2.287-2.703=-0.416
σ0.239-0.105=0.133
min2.113-2.578=-0.466
max2.677-2.831=-0.154
iters=5
new-facts=6402
prior-facts=1
mean1559.439-4813.663=-3254.223
σ3.364-7.776=-4.411
min1557.752-4810.133=-3252.382
max1565.450-4827.572=-3262.123
mean626.600-2832.000=-2205.400
σ73.667-0.000=73.667
min538.000-2832.000=-2294.000
max724.000-2832.000=-2108.000
mean2.281-8.991=-6.711
σ0.107-0.405=-0.298
min2.124-8.602=-6.478
max2.398-9.591=-7.194
iters=5
new-facts=6402
prior-facts=6402
mean1882.269-5001.211=-3118.943
σ0.057-0.039=0.017
min1882.202-5001.177=-3118.975
max1882.353-5001.274=-3118.921
mean1720.800-3054.000=-1333.200
σ186.964-216.849=-29.885
min1461.000-2832.000=-1371.000
max1894.000-3328.000=-1434.000
mean3.098-9.915=-6.817
σ0.350-0.203=0.148
min2.886-9.641=-6.755
max3.716-10.195=-6.479

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.858-0.923=0.935
σ0.042-0.008=0.035
min1.814-0.915=0.899
max1.929-0.935=0.993

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.411-464.629=-12.218
σ583.278-574.767=8.510
min160.769-177.244=-16.474
max1327.328-1326.780=0.547
mean102.250-88.250=14.000
σ8.500
min98.000-84.000=14.000
max115.000-101.000=14.000
mean444.000-2832.000=-2388.000
σ0.000
min444.000-2832.000=-2388.000
max444.000-2832.000=-2388.000
mean0.553-0.437=0.116
σ0.567-0.307=0.260
min0.268-0.279=-0.011
max1.404-0.897=0.507
policies=20
mean1608.054-1772.723=-164.669
σ0.438-0.360=0.078
min1607.759-1772.496=-164.737
max1608.704-1773.259=-164.555
mean980.000-840.000=140.000
σ0.000
min980.000-840.000=140.000
max980.000-840.000=140.000
mean447.750-2832.000=-2384.250
σ2.500-0.000=2.500
min444.000-2832.000=-2388.000
max449.000-2832.000=-2383.000
mean2.738-2.794=-0.057
σ0.041-0.008=0.032
min2.710-2.788=-0.079
max2.798-2.807=-0.008
policies=200
mean16088.481-17734.030=-1645.549
σ0.107-0.398=-0.292
min16088.345-17733.667=-1645.322
max16088.594-17734.598=-1646.004
mean9800.000-8400.000=1400.000
σ0.000
min9800.000-8400.000=1400.000
max9800.000-8400.000=1400.000
mean499.750-2832.000=-2332.250
σ6.238-0.000=6.238
min493.000-2832.000=-2339.000
max506.000-2832.000=-2326.000
mean27.442-27.776=-0.334
σ0.134-0.392=-0.257
min27.313-27.387=-0.074
max27.589-28.181=-0.593