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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
mean5.082
σ0.000
min5.082
max5.082

AST compact size (parser)

Factorcompact size MiB
phase=parser
mean4.988
σ0.000
min4.988
max4.988

AST compact size (processProdDef Decls)

Factorcompact size MiB
phase=processProdDef Decls
mean5.395
σ0.000
min5.395
max5.395

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean446.633
σ0.000
min446.633
max446.633

AST compact size (renaming)

Factorcompact size MiB
phase=renaming
mean5.238
σ0.000
min5.238
max5.238

AST compact size (type checker)

Factorcompact size MiB
phase=type checker
mean6.395
σ0.000
min6.395
max6.395

Aggregation: measureAggregations

Factorallocated MiBpeak allocated MiBtime_s
cache=n
dps=1
iters=10
policies=100
mean54.718-54.716=0.003
σ0.366-0.364=0.002
min54.585-54.581=0.005
max55.760-55.751=0.010
mean418.000-415.000=3.000
σ0.000
min418.000-415.000=3.000
max418.000-415.000=3.000
mean0.145-0.138=0.007
σ0.008-0.005=0.003
min0.137-0.132=0.005
max0.162-0.145=0.017
cache=y
dps=1
iters=10
policies=100
mean43.778-43.777=0.001
σ0.007-0.007=-0.000
min43.768-43.767=0.001
max43.788-43.790=-0.002
mean418.000-415.000=3.000
σ0.000
min418.000-415.000=3.000
max418.000-415.000=3.000
mean0.124-0.125=-0.001
σ0.004-0.004=-0.000
min0.121-0.121=-0.000
max0.132-0.133=-0.001

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.604-36.604=-0.000
σ0.000-0.000=-0.000
min36.604
max36.605
mean4586.625-4587.000=-0.375
σ2247.760-2249.930=-2.170
min1487.000-1485.000=2.000
max7380.000-7383.000=-3.000
mean137.435-157.892=-20.457
σ351.522-409.905=-58.383
min12.222-11.966=0.256
max1007.396-1172.346=-164.951
op=column_set() on indexed, repeat
mean36.604-36.604=0.000
σ0.000-0.000=0.000
min36.604-36.604=0.000
max36.605-36.604=0.000
mean4586.625-4587.000=-0.375
σ2247.760-2249.930=-2.170
min1487.000-1485.000=2.000
max7380.000-7383.000=-3.000
mean14.233-14.336=-0.103
σ3.217-4.452=-1.235
min11.588-11.646=-0.058
max20.579-24.458=-3.879
op=table_records(), no indexes
mean41.939-41.940=-0.000
σ0.002-0.002=-0.000
min41.938-41.938=0.000
max41.942-41.942=-0.000
mean7380.000-7383.000=-3.000
σ0.000
min7380.000-7383.000=-3.000
max7380.000-7383.000=-3.000
mean11.041-12.045=-1.003
σ0.118-1.649=-1.531
min10.822-11.271=-0.449
max11.165-16.114=-4.949
op=table_records(), repeat
mean41.925-41.925=0.000
σ0.001-0.000=0.001
min41.924-41.924=0.000
max41.928-41.925=0.003
mean4176.375-4176.625=-0.250
σ1944.087-1945.969=-1.882
min1487.000-1485.000=2.000
max7380.000-7383.000=-3.000
mean12.075-11.961=0.114
σ1.782-2.030=-0.248
min11.202-10.980=0.222
max16.462-16.970=-0.508
op=vertical_lookup_list() on indexed, after table_records()
mean27.633-27.633=0.000
σ0.137-0.137=-0.000
min27.584-27.584=0.000
max27.971-27.971=-0.000
mean4176.375-4176.625=-0.250
σ1944.087-1945.969=-1.882
min1487.000-1485.000=2.000
max7380.000-7383.000=-3.000
mean9.102-9.146=-0.044
σ1.441-1.474=-0.033
min7.965-7.863=0.103
max12.581-12.698=-0.117
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.384-26.384=0.000
σ0.000-0.000=-0.000
min26.384-26.384=0.000
max26.384
mean4176.375-4176.625=-0.250
σ1944.087-1945.969=-1.882
min1487.000-1485.000=2.000
max7380.000-7383.000=-3.000
mean6.831-6.588=0.243
σ1.186-1.176=0.010
min5.981-5.740=0.241
max9.694-9.449=0.246
op=vertical_lookup_row_list() on 2 indexed
mean25.662-25.662=-0.000
σ0.004-0.004=0.000
min25.661
max25.673
mean4586.625-4587.000=-0.375
σ2247.760-2249.930=-2.170
min1487.000-1485.000=2.000
max7380.000-7383.000=-3.000
mean6.374-6.553=-0.179
σ0.612-1.003=-0.392
min5.898-5.991=-0.093
max7.563-8.869=-1.307
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.961-25.961=-0.000
σ0.001-0.000=0.000
min25.961
max25.962-25.962=0.000
mean4586.625-4587.000=-0.375
σ2247.760-2249.930=-2.170
min1487.000-1485.000=2.000
max7380.000-7383.000=-3.000
mean6.238-6.438=-0.200
σ0.697-1.045=-0.349
min5.722-5.793=-0.071
max7.507-8.801=-1.294

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.608-1021.608=0.000
σ0.002-0.002=0.000
min1021.606
max1021.611-1021.611=0.000
mean7380.000-7383.000=-3.000
σ0.000
min7380.000-7383.000=-3.000
max7380.000-7383.000=-3.000
mean378.220-350.830=27.390
σ80.751-2.910=77.841
min346.460-346.062=0.398
max578.004-355.134=222.871
op=load_product(), with indexes
mean3495.855-3495.855=0.000
σ0.454-0.454=0.000
min3495.694
max3496.978-3496.978=0.000
mean3754.125-3754.000=0.125
σ2298.147-2299.937=-1.790
min720.000-719.000=1.000
max7380.000-7383.000=-3.000
mean1760.501-1800.875=-40.374
σ604.678-672.376=-67.698
min1395.413-1406.324=-10.910
max2752.372-2978.396=-226.024

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.841-107.841=0.000
σ0.000-0.000=-0.000
min107.841-107.840=0.001
max107.841-107.841=-0.000
mean4405.250-4405.750=-0.500
σ2217.346-2219.468=-2.122
min1487.000-1485.000=2.000
max7380.000-7383.000=-3.000
mean253.500-256.416=-2.916
σ331.097-341.440=-10.343
min126.748-126.054=0.694
max1071.664-1100.197=-28.533
op=column_set() on unindexed, dense, repeat
mean62.068
σ0.001
min62.065
max62.068
mean4405.250-4405.750=-0.500
σ2217.346-2219.468=-2.122
min1487.000-1485.000=2.000
max7380.000-7383.000=-3.000
mean47.388-47.335=0.053
σ9.725-10.104=-0.379
min41.765-41.423=0.341
max70.923-71.998=-1.075
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.926-40.926=-0.000
σ0.002-0.002=0.000
min40.925
max40.928
mean7380.000-7383.000=-3.000
σ0.000
min7380.000-7383.000=-3.000
max7380.000-7383.000=-3.000
mean22.967-191.417=-168.450
σ2.696-477.816=-475.120
min21.546-21.867=-0.321
max29.470-1373.949=-1344.479
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.294-71.294=-0.000
σ0.002-0.002=-0.000
min71.292-71.292=-0.000
max71.296-71.296=-0.000
mean7380.000-7383.000=-3.000
σ0.000
min7380.000-7383.000=-3.000
max7380.000-7383.000=-3.000
mean57.372-64.405=-7.033
σ3.021-22.842=-19.821
min55.258-55.405=-0.147
max64.239-120.883=-56.643

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.842-4646.842=-0.000
σ0.014-0.014=0.000
min4646.837
max4646.876
mean4176.375-4176.625=-0.250
σ1944.087-1945.969=-1.882
min1487.000-1485.000=2.000
max7380.000-7383.000=-3.000
mean3341.347-3294.881=46.466
σ772.009-768.091=3.918
min2520.372-2507.184=13.188
max4610.749-4674.540=-63.791
op=vertical_lookup_list() on indexed
mean1973.829
σ0.002
min1973.827
max1973.831
mean7380.000-7383.000=-3.000
σ0.000
min7380.000-7383.000=-3.000
max7380.000-7383.000=-3.000
mean981.369-1000.001=-18.632
σ72.342-113.894=-41.552
min934.583-932.268=2.316
max1117.155-1243.558=-126.403
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.083-905.083=0.000
σ0.002-0.002=-0.000
min905.080
max905.086
mean7380.000-7383.000=-3.000
σ0.000
min7380.000-7383.000=-3.000
max7380.000-7383.000=-3.000
mean504.627-393.229=111.399
σ312.446-6.982=305.464
min392.133-376.963=15.171
max1277.877-399.691=878.187

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean476.000-478.000=-2.000
σ0.000
min476.000-478.000=-2.000
max476.000-478.000=-2.000
mean388.718-394.312=-5.595
σ36.720-23.150=13.570
min317.471-351.953=-34.482
max432.142-420.267=11.875
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean563.000-563.625=-0.625
σ0.000-0.518=-0.518
min563.000
max563.000-564.000=-1.000
mean726.269-764.760=-38.490
σ64.712-60.035=4.677
min618.623-630.549=-11.926
max840.218-812.323=27.896

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean964.563-964.562=0.001
σ1.880-1.878=0.002
min963.842-963.842=0.000
max972.516-972.508=0.008
mean1044.000-1042.400=1.600
σ319.187-316.134=3.054
min554.000-586.000=-32.000
max1512.000-1509.000=3.000
mean1.277-1.264=0.012
σ0.105-0.088=0.017
min1.184-1.184=-0.001
max1.506-1.507=-0.001

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
mean0.292-0.442=-0.150
σ0.278-0.585=-0.307
min0.140-0.156=-0.016
max0.784-1.486=-0.702
name=error_case.art
mean2.346
σ0.012
min2.340
max2.368
mean402.000
σ0.000
min402.000
max402.000
mean0.480-0.482=-0.002
σ0.322-0.322=-0.000
min0.327-0.328=-0.001
max1.056-1.058=-0.002
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000
σ0.000
min402.000
max402.000
mean0.220-0.217=0.003
σ0.024-0.022=0.001
min0.201-0.200=0.001
max0.259-0.255=0.003
name=nested_use.art
mean2.364
σ0.002
min2.363
max2.367
mean402.000
σ0.000
min402.000
max402.000
mean0.342-0.345=-0.003
σ0.013-0.016=-0.003
min0.332-0.332=0.001
max0.364-0.372=-0.007

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.979
σ0.009
min964.974
max964.996
mean431.000
σ0.000
min431.000
max431.000
mean0.529-0.548=-0.019
σ0.063-0.061=0.002
min0.434-0.492=-0.058
max0.588-0.614=-0.026
name=cdr_enhanced_4k_loc.art
mean886.001
σ0.002
min886.000
max886.004
mean431.000
σ0.000
min431.000
max431.000
mean0.471-0.503=-0.032
σ0.028-0.052=-0.024
min0.439-0.410=0.029
max0.510-0.538=-0.028

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.719
σ0.002
min7.718
max7.722
mean431.000
σ0.000
min431.000
max431.000
mean2.674-2.692=-0.018
σ0.116-0.117=-0.001
min2.475-2.501=-0.026
max3.061-3.011=0.050
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean431.000
σ0.000
min431.000
max431.000
mean2.657-2.615=0.042
σ0.118-0.077=0.041
min2.481-2.467=0.015
max3.252-2.873=0.379
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean431.000
σ0.000
min431.000
max431.000
mean0.306-0.306=-0.000
σ0.008-0.009=-0.001
min0.293-0.294=-0.002
max0.351-0.368=-0.017
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean431.000
σ0.000
min431.000
max431.000
mean0.291-0.294=-0.002
σ0.006-0.007=-0.001
min0.281-0.279=0.002
max0.327-0.335=-0.008

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.629-11.840=-0.211
σ10.818-11.529=-0.711
min0.574-0.574=0.000
max72.864-93.057=-20.193
mean463.404-465.390=-1.986
σ21.278-19.855=1.423
min407.000-406.000=1.000
max480.000
mean0.027-0.027=-0.000
σ0.026-0.028=-0.002
min0.001-0.001=0.000
max0.176-0.228=-0.052

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean279.135-279.035=0.100
σ1.052-1.073=-0.021
min278.701-278.623=0.078
max282.123-282.087=0.036
mean444.700-441.300=3.400
σ17.632-13.334=4.299
min414.000-426.000=-12.000
max465.000-464.000=1.000
mean0.583-0.572=0.010
σ0.018-0.019=-0.002
min0.542-0.541=0.001
max0.614-0.610=0.004

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean169.257
σ0.000-0.000=0.000
min169.257
max169.257-169.257=0.000
mean874.000-852.000=22.000
σ0.000
min874.000-852.000=22.000
max874.000-852.000=22.000
mean231.621-233.718=-2.097
σ27.079-26.226=0.852
min186.223-189.578=-3.355
max252.753-252.638=0.115
phase=macro expansion
mean5.896
σ0.000
min5.896
max5.896
mean874.000-852.000=22.000
σ0.000
min874.000-852.000=22.000
max874.000-852.000=22.000
mean9.413-7.253=2.161
σ0.668-1.181=-0.513
min8.160-5.859=2.302
max10.141-9.047=1.093
phase=parser
mean1042.137-1042.131=0.006
σ0.000-0.000=-0.000
min1042.136-1042.130=0.006
max1042.137-1042.131=0.006
mean874.000-852.000=22.000
σ0.000
min874.000-852.000=22.000
max874.000-852.000=22.000
mean515.839-485.294=30.545
σ157.199-80.742=76.457
min374.347-414.197=-39.850
max725.749-619.008=106.742
phase=processProdDef
mean2243.715-2243.718=-0.003
σ0.000
min2243.715-2243.718=-0.003
max2243.715-2243.718=-0.003
mean874.000-852.000=22.000
σ0.000
min874.000-852.000=22.000
max874.000-852.000=22.000
mean2804.043-2928.577=-124.534
σ521.790-279.337=242.453
min2170.501-2373.126=-202.625
max3376.469-3234.045=142.423
phase=renaming
mean21.436-21.440=-0.004
σ0.000
min21.436-21.440=-0.004
max21.436-21.440=-0.004
mean874.000-852.000=22.000
σ0.000
min874.000-852.000=22.000
max874.000-852.000=22.000
mean36.201-39.105=-2.904
σ5.541-4.795=0.747
min26.468-32.869=-6.401
max40.845-46.947=-6.102
phase=type checker
mean958.600-958.596=0.004
σ0.047
min958.577-958.573=0.004
max958.702-958.698=0.004
mean874.000-852.000=22.000
σ0.000
min874.000-852.000=22.000
max874.000-852.000=22.000
mean679.266-664.308=14.958
σ53.777-14.595=39.182
min627.094-641.955=-14.861
max767.791-684.187=83.604

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.856-282.856=-0.000
σ0.036-0.036=0.000
min282.804-282.804=-0.000
max282.891
mean442.800-439.800=3.000
σ3.834
min440.000-437.000=3.000
max447.000-444.000=3.000
mean0.385-0.384=0.001
σ0.012-0.010=0.002
min0.376-0.375=0.001
max0.400-0.397=0.003
iters=5
new-facts=1
prior-facts=6402
mean1268.062-1268.056=0.006
σ0.111-0.112=-0.001
min1267.965-1267.958=0.007
max1268.248-1268.241=0.007
mean1093.600-1090.200=3.400
σ169.908-167.713=2.195
min891.000-892.000=-1.000
max1325.000-1321.000=4.000
mean1.989-2.007=-0.018
σ0.127-0.095=0.031
min1.828-1.906=-0.078
max2.102-2.117=-0.015
iters=5
new-facts=6402
prior-facts=1
mean1507.004-1507.039=-0.036
σ2.939-2.965=-0.026
min1505.470-1505.490=-0.020
max1512.249-1512.331=-0.082
mean625.800-625.000=0.800
σ86.872-87.476=-0.604
min496.000-494.000=2.000
max727.000
mean2.120-2.238=-0.118
σ0.079-0.205=-0.126
min2.007-2.115=-0.108
max2.190-2.602=-0.413
iters=5
new-facts=6402
prior-facts=6402
mean1830.067-1830.061=0.006
σ0.047-0.038=0.009
min1829.997-1830.007=-0.010
max1830.110-1830.097=0.012
mean1720.000-1722.200=-2.200
σ190.260-172.245=18.016
min1457.000-1475.000=-18.000
max1893.000-1882.000=11.000
mean3.020-2.890=0.130
σ0.299-0.248=0.051
min2.828-2.510=0.317
max3.550-3.207=0.343

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.736-1.734=0.002
σ0.140-0.078=0.063
min1.493-1.643=-0.150
max1.836-1.822=0.014

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean406.198-406.199=-0.001
σ509.797-509.796=0.001
min151.296-151.296=-0.001
max1170.893-1170.892=0.000
mean101.750
σ7.500
min98.000
max113.000
mean442.000
σ0.000
min442.000
max442.000
mean0.499-0.511=-0.012
σ0.482-0.509=-0.027
min0.255-0.249=0.006
max1.222-1.274=-0.052
policies=20
mean1513.147-1513.146=0.001
σ0.272-0.260=0.012
min1512.974-1512.976=-0.002
max1513.551-1513.532=0.019
mean980.000
σ0.000
min980.000
max980.000
mean446.000-445.500=0.500
σ4.619-4.041=0.577
min442.000
max450.000-449.000=1.000
mean2.507-2.495=0.012
σ0.014-0.007=0.007
min2.493-2.485=0.009
max2.519-2.499=0.020
policies=200
mean15140.027-15140.031=-0.004
σ0.102-0.100=0.002
min15139.946-15139.895=0.051
max15140.176-15140.136=0.040
mean9800.000
σ0.000
min9800.000
max9800.000
mean497.000-499.000=-2.000
σ4.967-4.163=0.803
min491.000-494.000=-3.000
max503.000-504.000=-1.000
mean25.382-25.250=0.133
σ0.179-0.126=0.054
min25.178-25.162=0.016
max25.604-25.436=0.169