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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
mean54.677-54.677=0.000
σ0.357-0.359=-0.002
min54.542-54.540=0.002
max55.693-55.698=-0.005
mean416.000-417.000=-1.000
σ0.000
min416.000-417.000=-1.000
max416.000-417.000=-1.000
mean0.140-0.140=-0.001
σ0.006-0.004=0.002
min0.134-0.137=-0.003
max0.151-0.147=0.004
cache=y
dps=1
iters=10
policies=100
mean43.704-43.706=-0.001
σ0.006-0.006=-0.000
min43.697-43.694=0.003
max43.714-43.715=-0.001
mean416.700-417.000=-0.300
σ0.483-0.000=0.483
min416.000-417.000=-1.000
max417.000
mean0.123-0.130=-0.008
σ0.005-0.011=-0.006
min0.119-0.117=0.002
max0.133-0.151=-0.018

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.618-36.618=-0.001
σ0.002-0.002=-0.000
min36.616-36.616=0.000
max36.620-36.620=-0.000
mean3865.750-4158.625=-292.875
σ1833.795-1905.603=-71.808
min1279.000-1557.000=-278.000
max6119.000-7332.000=-1213.000
mean12.680-12.932=-0.252
σ0.287-0.360=-0.073
min12.215-12.489=-0.274
max13.004-13.510=-0.506
op=column_set() on indexed, repeat
mean36.618-36.617=0.000
σ0.002-0.002=0.000
min36.616-36.616=0.000
max36.620-36.620=0.000
mean3865.750-4158.625=-292.875
σ1833.795-1905.603=-71.808
min1279.000-1557.000=-278.000
max6119.000-7332.000=-1213.000
mean12.729-12.802=-0.073
σ0.685-0.724=-0.039
min11.505-11.911=-0.407
max13.520-13.657=-0.136
op=table_records(), no indexes
mean41.930-41.932=-0.002
σ0.001-0.001=0.000
min41.929-41.929=-0.000
max41.932-41.933=-0.001
mean6119.000-7332.000=-1213.000
σ0.000
min6119.000-7332.000=-1213.000
max6119.000-7332.000=-1213.000
mean14.996-15.136=-0.140
σ0.452-0.821=-0.368
min14.047-13.181=0.865
max15.630-15.722=-0.092
op=table_records(), repeat
mean41.928-41.929=-0.001
σ0.000-0.002=-0.001
min41.928-41.927=0.000
max41.929-41.932=-0.003
mean3865.750-4158.625=-292.875
σ1833.795-1905.603=-71.808
min1279.000-1557.000=-278.000
max6119.000-7332.000=-1213.000
mean14.008-12.777=1.231
σ1.932-1.782=0.149
min11.159-10.924=0.235
max16.395-15.267=1.128
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.654=-0.000
σ0.136-0.136=-0.000
min27.604-27.604=-0.000
max27.991-27.991=-0.000
mean3865.750-4158.625=-292.875
σ1833.795-1905.603=-71.808
min1279.000-1557.000=-278.000
max6119.000-7332.000=-1213.000
mean9.504-9.135=0.368
σ1.377-0.428=0.949
min8.517-8.657=-0.141
max12.849-9.778=3.071
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401-26.401=0.000
σ0.002-0.002=0.000
min26.400-26.400=-0.000
max26.404-26.404=0.000
mean3865.750-4158.625=-292.875
σ1833.795-1905.603=-71.808
min1279.000-1557.000=-278.000
max6119.000-7332.000=-1213.000
mean7.204-7.215=-0.011
σ1.222-0.267=0.955
min6.459-6.742=-0.283
max10.182-7.548=2.634
op=vertical_lookup_row_list() on 2 indexed
mean25.669-25.668=0.001
σ0.003-0.003=-0.000
min25.665-25.666=-0.000
max25.674-25.674=0.000
mean3865.750-4158.625=-292.875
σ1833.795-1905.603=-71.808
min1279.000-1557.000=-278.000
max6119.000-7332.000=-1213.000
mean6.087-6.083=0.004
σ0.235-0.198=0.038
min5.727-5.867=-0.140
max6.357-6.467=-0.110
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=0.000
σ0.002-0.002=0.000
min25.968-25.968=-0.000
max25.974-25.974=0.000
mean3865.750-4158.625=-292.875
σ1833.795-1905.603=-71.808
min1279.000-1557.000=-278.000
max6119.000-7332.000=-1213.000
mean5.580-5.984=-0.405
σ0.149-0.113=0.036
min5.375-5.794=-0.419
max5.833-6.157=-0.325

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean2524.604-2524.606=-0.002
σ0.002-0.000=0.002
min2524.602-2524.606=-0.003
max2524.606-2524.606=0.000
mean6119.000-7332.000=-1213.000
σ0.000
min6119.000-7332.000=-1213.000
max6119.000-7332.000=-1213.000
mean1370.249-1042.160=328.089
σ601.879-2.831=599.048
min1041.027-1038.038=2.990
max2452.290-1046.217=1406.073
op=load_product(), with indexes
mean7878.102-8744.721=-866.619
σ0.469-0.469=0.000
min7877.935-8744.553=-866.618
max7879.264-8745.882=-866.618
mean3230.000-3582.125=-352.125
σ1830.796-1802.068=28.729
min810.000-1045.000=-235.000
max6119.000-5824.000=295.000
mean3735.666-4725.336=-989.670
σ1172.269-1572.171=-399.901
min3104.434-3518.457=-414.023
max6089.920-7116.408=-1026.488

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.078-62.078=-0.000
σ0.002-0.002=-0.000
min62.076-62.076=0.000
max62.081
mean3865.750-4158.625=-292.875
σ1833.795-1905.603=-71.808
min1279.000-1557.000=-278.000
max6119.000-7332.000=-1213.000
mean87.103-80.738=6.366
σ20.018-9.309=10.709
min69.792-71.234=-1.442
max125.510-94.108=31.402
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.945=0.001
σ0.002-0.001=0.001
min40.945-40.945=-0.000
max40.949-40.946=0.002
mean6119.000-7332.000=-1213.000
σ0.000
min6119.000-7332.000=-1213.000
max6119.000-7332.000=-1213.000
mean63.329-105.068=-41.739
σ3.239-6.179=-2.940
min61.155-92.143=-30.988
max69.748-110.096=-40.349
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.687-66.686=0.001
σ0.002-0.000=0.001
min66.686-66.686=0.000
max66.690-66.687=0.003
mean6119.000-7332.000=-1213.000
σ0.000
min6119.000-7332.000=-1213.000
max6119.000-7332.000=-1213.000
mean100.198-162.460=-62.261
σ1.636-8.977=-7.341
min98.687-141.805=-43.118
max103.796-169.185=-65.389

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean11849.156-11656.901=192.255
σ4.304-4.304=-0.000
min11847.561-11655.306=192.255
max11859.806-11667.552=192.254
mean3865.750-4158.625=-292.875
σ1833.795-1905.603=-71.808
min1279.000-1557.000=-278.000
max6119.000-7332.000=-1213.000
mean6406.655-6312.514=94.142
σ1328.803-1255.641=73.162
min5095.125-4942.221=152.905
max8463.519-8032.814=430.705
op=vertical_lookup_list() on indexed
mean10791.093-11560.066=-768.972
σ0.002-0.001=0.001
min10791.091-11560.065=-768.974
max10791.096-11560.067=-768.971
mean6119.000-7332.000=-1213.000
σ0.000
min6119.000-7332.000=-1213.000
max6119.000-7332.000=-1213.000
mean4886.908-5760.061=-873.153
σ1470.424-1418.634=51.790
min4087.797-4367.477=-279.680
max7378.059-7700.152=-322.093

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean478.000
σ0.000
min478.000
max478.000
mean364.990-359.310=5.680
σ19.520-41.775=-22.255
min338.001-297.521=40.480
max384.950-394.081=-9.131
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean562.000
σ0.000
min562.000
max562.000
mean716.955-729.672=-12.717
σ58.675-70.119=-11.444
min615.700-641.679=-25.980
max765.628-798.911=-33.283

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.329-1024.327=0.002
σ0.758-0.760=-0.001
min1023.855-1023.853=0.002
max1027.465-1027.469=-0.003
mean1050.300-1048.750=1.550
σ319.545-298.267=21.278
min544.000-553.000=-9.000
max1564.000-1450.000=114.000
mean1.567-1.552=0.014
σ0.069-0.047=0.022
min1.495-1.499=-0.003
max1.759-1.649=0.110

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
mean0.405-0.480=-0.075
σ0.526-0.613=-0.087
min0.145-0.148=-0.003
max1.344-1.572=-0.228
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.480-0.470=0.010
σ0.323-0.316=0.007
min0.327-0.320=0.007
max1.058-1.036=0.022
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.225-0.216=0.009
σ0.021-0.025=-0.004
min0.205-0.200=0.005
max0.261-0.260=0.000
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean402.000
σ0.000
min402.000
max402.000
mean0.331-0.326=0.004
σ0.018-0.020=-0.002
min0.316-0.312=0.004
max0.362-0.362=0.000

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean431.600
σ1.342
min431.000
max434.000
mean0.559-0.539=0.020
σ0.028-0.028=-0.000
min0.530-0.510=0.020
max0.590-0.584=0.006
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean441.000
σ0.000
min441.000
max441.000
mean0.495-0.470=0.025
σ0.033-0.040=-0.008
min0.457-0.422=0.035
max0.531-0.532=-0.001

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean441.000
σ0.000
min441.000
max441.000
mean2.604-2.606=-0.002
σ0.089-0.097=-0.009
min2.452-2.476=-0.023
max2.984-3.085=-0.102
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean441.000
σ0.000
min441.000
max441.000
mean2.609-2.571=0.038
σ0.105-0.063=0.042
min2.447-2.456=-0.010
max3.153-2.838=0.315
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean441.000
σ0.000
min441.000
max441.000
mean0.307-0.307=-0.000
σ0.015-0.009=0.007
min0.287-0.292=-0.005
max0.415-0.356=0.059
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean441.000
σ0.000
min441.000
max441.000
mean0.291-0.292=-0.001
σ0.013-0.008=0.006
min0.274-0.277=-0.003
max0.363-0.328=0.035

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.758-298.787=-0.028
σ1.016-1.020=-0.005
min298.397-298.406=-0.010
max301.647-301.689=-0.042
mean441.200-444.200=-3.000
σ18.504-15.354=3.150
min417.000-426.000=-9.000
max475.000-468.000=7.000
mean0.589-0.601=-0.012
σ0.027-0.027=-0.001
min0.554-0.558=-0.004
max0.641-0.637=0.004

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678-239.532=-2.854
σ0.000
min236.678-239.532=-2.854
max236.678-239.532=-2.854
mean1686.000-1760.500=-74.500
σ2.828-10.184=-7.356
min1679.000-1744.000=-65.000
max1687.000-1766.000=-79.000
mean211.405-218.696=-7.290
σ2.911-2.549=0.362
min206.207-215.065=-8.857
max215.740-222.569=-6.829
phase=macro expansion
mean6.130
σ0.000
min6.130
max6.130
mean1686.000-1760.500=-74.500
σ2.828-10.184=-7.356
min1679.000-1744.000=-65.000
max1687.000-1766.000=-79.000
mean11.772-11.527=0.244
σ1.401-2.608=-1.207
min9.598-7.296=2.302
max12.794-15.318=-2.524
phase=parser
mean1042.367-1042.365=0.002
σ0.000-0.000=-0.000
min1042.367-1042.365=0.002
max1042.367-1042.366=0.002
mean1686.000-1760.500=-74.500
σ2.828-10.184=-7.356
min1679.000-1744.000=-65.000
max1687.000-1766.000=-79.000
mean692.458-677.780=14.678
σ65.623-139.736=-74.112
min574.457-422.134=152.324
max739.401-837.683=-98.282
phase=processProdDef
mean4753.276-6169.659=-1416.383
σ0.000-0.001=-0.000
min4753.276-6169.659=-1416.383
max4753.276-6169.660=-1416.384
mean1687.000-1763.250=-76.250
σ0.000-7.778=-7.778
min1687.000-1744.000=-57.000
max1687.000-1766.000=-79.000
mean4604.337-5206.409=-602.072
σ375.728-1361.372=-985.644
min3993.902-3796.244=197.658
max5272.249-7520.765=-2248.515
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean1686.000-1760.500=-74.500
σ2.828-10.184=-7.356
min1679.000-1744.000=-65.000
max1687.000-1766.000=-79.000
mean41.980-44.523=-2.543
σ8.853-9.176=-0.323
min29.771-26.243=3.528
max48.467-55.882=-7.416
phase=type checker
mean990.454-990.446=0.008
σ0.071-0.066=0.005
min990.348-990.348=0.000
max990.567-990.536=0.032
mean1686.000-1760.500=-74.500
σ2.828-10.184=-7.356
min1679.000-1744.000=-65.000
max1687.000-1766.000=-79.000
mean819.618-815.279=4.339
σ108.547-117.124=-8.577
min676.457-651.525=24.932
max941.483-937.800=3.683

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.918-293.926=-0.008
σ0.043-0.045=-0.003
min293.862-293.862=0.000
max293.965-293.971=-0.006
mean442.400-443.200=-0.800
σ3.286-1.643=1.643
min440.000-442.000=-2.000
max446.000-445.000=1.000
mean0.401-0.406=-0.005
σ0.009-0.008=0.001
min0.394-0.401=-0.007
max0.414-0.421=-0.007
iters=5
new-facts=1
prior-facts=6402
mean1320.303-1320.271=0.033
σ0.039-0.078=-0.039
min1320.254-1320.146=0.108
max1320.340-1320.352=-0.011
mean1086.200-1081.000=5.200
σ164.081-170.426=-6.345
min889.000-878.000=11.000
max1308.000-1316.000=-8.000
mean2.349-2.130=0.219
σ0.249-0.298=-0.049
min2.087-1.838=0.249
max2.696-2.555=0.140
iters=5
new-facts=6402
prior-facts=1
mean1559.427-1559.720=-0.293
σ3.377-4.073=-0.697
min1557.714-1557.685=0.029
max1565.460-1567.000=-1.540
mean625.400-624.400=1.000
σ88.053-89.221=-1.168
min495.000-494.000=1.000
max730.000-734.000=-4.000
mean2.248-2.195=0.053
σ0.085-0.089=-0.004
min2.179-2.132=0.047
max2.392-2.350=0.042
iters=5
new-facts=6402
prior-facts=6402
mean1882.270-1882.265=0.005
σ0.055-0.060=-0.004
min1882.207-1882.182=0.025
max1882.347-1882.347=0.001
mean1723.200-1724.600=-1.400
σ171.058-164.016=7.041
min1477.000-1491.000=-14.000
max1882.000-1877.000=5.000
mean3.036-3.079=-0.043
σ0.376-0.260=0.116
min2.778-2.905=-0.127
max3.693-3.540=0.153

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.798-1.645=0.153
σ0.122-0.122=0.000
min1.634-1.529=0.105
max1.935-1.840=0.095

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.408-453.534=-1.126
σ583.277-585.528=-2.251
min160.766-160.767=-0.001
max1327.324-1331.826=-4.502
mean102.250
σ8.500
min98.000
max115.000
mean442.000-443.000=-1.000
σ0.000
min442.000-443.000=-1.000
max442.000-443.000=-1.000
mean0.544-0.544=0.000
σ0.553-0.548=0.005
min0.267-0.267=0.000
max1.374-1.367=0.007
policies=20
mean1608.028-1608.018=0.010
σ0.413-0.415=-0.002
min1607.745-1607.731=0.013
max1608.639-1608.630=0.009
mean980.000
σ0.000
min980.000
max980.000
mean445.000-450.250=-5.250
σ2.000-10.595=-8.595
min442.000-443.000=-1.000
max446.000-466.000=-20.000
mean2.698-2.690=0.008
σ0.007-0.007=0.000
min2.690-2.684=0.005
max2.707-2.699=0.008
policies=200
mean16088.562-16088.547=0.016
σ0.119-0.181=-0.061
min16088.417-16088.384=0.033
max16088.707-16088.778=-0.071
mean9800.000
σ0.000
min9800.000
max9800.000
mean496.250-495.000=1.250
σ4.272-3.916=0.356
min491.000
max501.000-500.000=1.000
mean27.166-27.226=-0.059
σ0.002-0.140=-0.138
min27.164-27.062=0.103
max27.169-27.369=-0.200