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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
mean4.863
σ0.000
min4.863
max4.863

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean446.133-446.102=0.031
σ0.000
min446.133-446.102=0.031
max446.133-446.102=0.031

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
mean57.820-57.818=0.003
σ0.359-0.359=-0.000
min57.685-57.678=0.007
max58.842-58.839=0.003
mean421.000-419.000=2.000
σ0.000
min421.000-419.000=2.000
max421.000-419.000=2.000
mean0.151-0.145=0.006
σ0.008-0.006=0.003
min0.145-0.136=0.009
max0.171-0.153=0.018
cache=y
dps=1
iters=10
policies=100
mean46.898-46.899=-0.001
σ0.007-0.007=0.001
min46.884-46.887=-0.003
max46.906-46.909=-0.003
mean421.000-419.000=2.000
σ0.000
min421.000-419.000=2.000
max421.000-419.000=2.000
mean0.127-0.130=-0.003
σ0.005-0.004=0.001
min0.122-0.127=-0.005
max0.137-0.138=-0.001

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.605-36.605=-0.000
σ0.000-0.000=-0.000
min36.605
max36.606-36.606=-0.000
mean4489.250-4587.000=-97.750
σ2213.652-2249.960=-36.309
min1471.000-1486.000=-15.000
max7298.000-7383.000=-85.000
mean12.170-107.823=-95.653
σ0.593-268.443=-267.850
min11.813-11.897=-0.083
max13.595-772.165=-758.570
op=column_set() on indexed, repeat
mean36.605-36.605=-0.000
σ0.000-0.000=0.000
min36.605-36.605=-0.000
max36.605
mean4489.250-4587.000=-97.750
σ2213.652-2249.960=-36.309
min1471.000-1486.000=-15.000
max7298.000-7383.000=-85.000
mean11.850-14.774=-2.923
σ0.542-4.164=-3.621
min11.273-11.487=-0.214
max12.805-24.280=-11.475
op=table_records(), no indexes
mean41.940-41.940=0.000
σ0.002-0.002=0.000
min41.938-41.938=0.000
max41.943-41.942=0.000
mean7298.000-7383.000=-85.000
σ0.000
min7298.000-7383.000=-85.000
max7298.000-7383.000=-85.000
mean11.534-11.876=-0.343
σ0.462-2.132=-1.670
min10.993-10.984=0.009
max12.262-17.140=-4.878
op=table_records(), repeat
mean41.925-41.925=0.000
σ0.000-0.000=0.000
min41.925
max41.926-41.926=0.000
mean4489.250-4176.375=312.875
σ2213.652-1946.016=267.636
min1471.000-1486.000=-15.000
max7298.000-7383.000=-85.000
mean11.331-11.605=-0.274
σ0.446-1.815=-1.369
min10.971-10.687=0.284
max12.329-16.081=-3.753
op=vertical_lookup_list() on indexed, after table_records()
mean27.634-27.634=-0.000
σ0.137-0.137=0.000
min27.585
max27.972
mean4489.250-4176.375=312.875
σ2213.652-1946.016=267.636
min1471.000-1486.000=-15.000
max7298.000-7383.000=-85.000
mean8.442-9.167=-0.725
σ0.472-1.415=-0.944
min7.842-8.065=-0.223
max8.984-12.603=-3.618
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.385-26.385=-0.000
σ0.000-0.000=0.000
min26.385-26.385=-0.000
max26.385-26.385=0.000
mean4489.250-4176.375=312.875
σ2213.652-1946.016=267.636
min1471.000-1486.000=-15.000
max7298.000-7383.000=-85.000
mean6.338-7.182=-0.844
σ0.407-1.053=-0.646
min5.779-6.537=-0.758
max6.975-9.748=-2.773
op=vertical_lookup_row_list() on 2 indexed
mean25.663-25.663=0.000
σ0.004-0.004=0.000
min25.662
max25.674-25.674=0.000
mean4489.250-4587.000=-97.750
σ2213.652-2249.960=-36.309
min1471.000-1486.000=-15.000
max7298.000-7383.000=-85.000
mean6.003-6.421=-0.418
σ0.149-0.964=-0.814
min5.866-5.856=0.010
max6.216-8.645=-2.429
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.963-25.962=0.000
σ0.001-0.001=0.001
min25.962
max25.966-25.964=0.002
mean4489.250-4587.000=-97.750
σ2213.652-2249.960=-36.309
min1471.000-1486.000=-15.000
max7298.000-7383.000=-85.000
mean5.955-6.164=-0.210
σ0.204-1.017=-0.813
min5.639-5.639=-0.001
max6.201-8.668=-2.467

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.599-1021.599=0.000
σ0.002-0.002=-0.000
min1021.598-1021.597=0.000
max1021.602
mean7298.000-7383.000=-85.000
σ0.000
min7298.000-7383.000=-85.000
max7298.000-7383.000=-85.000
mean345.365-345.519=-0.154
σ2.325-2.644=-0.318
min341.962-340.702=1.260
max348.441-348.911=-0.470
op=load_product(), with indexes
mean3495.846-3495.846=-0.000
σ0.455-0.455=-0.000
min3495.685
max3496.971-3496.972=-0.001
mean3667.500-3754.125=-86.625
σ2242.054-2299.779=-57.725
min724.000-720.000=4.000
max7298.000-7383.000=-85.000
mean1573.285-1770.688=-197.403
σ490.461-680.645=-190.184
min1388.379-1392.585=-4.207
max2786.932-2958.316=-171.384

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.841-107.842=-0.000
σ0.000-0.000=-0.000
min107.841
max107.842-107.842=-0.000
mean4489.250-4405.375=83.875
σ2213.652-2219.465=-5.813
min1471.000-1486.000=-15.000
max7298.000-7383.000=-85.000
mean131.928-244.948=-113.020
σ8.361-305.459=-297.098
min123.428-125.390=-1.962
max147.961-999.065=-851.103
op=column_set() on unindexed, dense, repeat
mean62.069
σ0.001
min62.065
max62.069
mean4489.250-4405.375=83.875
σ2213.652-2219.465=-5.813
min1471.000-1486.000=-15.000
max7298.000-7383.000=-85.000
mean43.632-45.789=-2.157
σ1.702-8.191=-6.488
min41.638-40.650=0.988
max45.635-65.648=-20.012
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.927
σ0.002
min40.926
max40.930
mean7298.000-7383.000=-85.000
σ0.000
min7298.000-7383.000=-85.000
max7298.000-7383.000=-85.000
mean38.708-22.459=16.249
σ42.754-1.639=41.115
min21.637-21.648=-0.010
max144.336-26.492=117.844
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.294-71.294=0.000
σ0.002-0.002=-0.000
min71.293
max71.297-71.297=-0.000
mean7298.000-7383.000=-85.000
σ0.000
min7298.000-7383.000=-85.000
max7298.000-7383.000=-85.000
mean59.118-65.468=-6.350
σ8.694-22.874=-14.180
min55.700-55.531=0.169
max80.620-121.703=-41.082

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.842-4646.843=-0.000
σ0.013-0.014=-0.000
min4646.837
max4646.875-4646.876=-0.001
mean4489.250-4176.375=312.875
σ2213.652-1946.016=267.636
min1471.000-1486.000=-15.000
max7298.000-7383.000=-85.000
mean3410.451-3261.756=148.695
σ788.702-810.106=-21.405
min2488.821-2520.495=-31.674
max4466.413-4831.800=-365.386
op=vertical_lookup_list() on indexed
mean1973.830
σ0.002
min1973.829
max1973.833
mean7298.000-7383.000=-85.000
σ0.000
min7298.000-7383.000=-85.000
max7298.000-7383.000=-85.000
mean1110.336-1053.871=56.466
σ365.239-273.947=91.292
min907.043-928.246=-21.203
max1866.216-1720.170=146.046
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.084
σ0.002
min905.082
max905.087
mean7298.000-7383.000=-85.000
σ0.000
min7298.000-7383.000=-85.000
max7298.000-7383.000=-85.000
mean420.040-392.266=27.774
σ51.633-9.333=42.299
min390.560-373.123=17.437
max506.908-406.295=100.613

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean477.000-477.375=-0.375
σ0.000-0.744=-0.744
min477.000-476.000=1.000
max477.000-478.000=-1.000
mean392.043-390.264=1.779
σ33.075-17.966=15.109
min347.338-371.863=-24.525
max438.861-424.594=14.267
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean561.750-562.625=-0.875
σ2.315-1.061=1.254
min558.000-560.000=-2.000
max563.000
mean772.576-768.762=3.814
σ44.706-45.426=-0.721
min680.070-690.103=-10.033
max827.265-815.637=11.629

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean977.272-977.272=-0.000
σ2.439-2.440=-0.001
min976.426-976.423=0.003
max987.608-987.613=-0.005
mean1038.550-1041.950=-3.400
σ322.012-308.277=13.735
min533.000-567.000=-34.000
max1508.000-1492.000=16.000
mean1.299-1.295=0.004
σ0.102-0.150=-0.048
min1.181-1.190=-0.009
max1.560-1.812=-0.253

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.913
σ0.020
min0.903
max0.949
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.384-0.380=0.004
σ0.469-0.473=-0.005
min0.147-0.141=0.007
max1.219-1.225=-0.005
name=error_case.art
mean2.346
σ0.012
min2.340
max2.368
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.422-0.476=-0.054
σ0.206-0.320=-0.114
min0.319-0.322=-0.002
max0.790-1.048=-0.258
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.223-0.223=0.000
σ0.024-0.025=-0.001
min0.208-0.204=0.004
max0.265-0.264=0.001
name=nested_use.art
mean2.364
σ0.002
min2.363
max2.367
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.335-0.331=0.004
σ0.017-0.017=-0.001
min0.323-0.314=0.008
max0.363-0.360=0.003

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.978
σ0.009
min964.973
max964.995
mean435.600-431.000=4.600
σ6.066-0.000=6.066
min430.000-431.000=-1.000
max442.000-431.000=11.000
mean0.554-0.570=-0.016
σ0.047-0.052=-0.005
min0.499-0.479=0.020
max0.606-0.607=-0.001
name=cdr_enhanced_4k_loc.art
mean886.000
σ0.002
min885.999
max886.003
mean442.000-431.000=11.000
σ0.000
min442.000-431.000=11.000
max442.000-431.000=11.000
mean0.479-0.446=0.034
σ0.057-0.025=0.032
min0.393-0.415=-0.022
max0.528-0.477=0.051

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.719
σ0.002
min7.718
max7.722
mean442.000-431.000=11.000
σ0.000
min442.000-431.000=11.000
max442.000-431.000=11.000
mean1.959-1.984=-0.025
σ0.080-0.088=-0.007
min1.847-1.868=-0.021
max2.295-2.338=-0.044
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean442.000-431.000=11.000
σ0.000
min442.000-431.000=11.000
max442.000-431.000=11.000
mean1.851-1.947=-0.097
σ0.111-0.067=0.043
min1.725-1.811=-0.086
max2.275-2.172=0.103
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean442.000-431.000=11.000
σ0.000
min442.000-431.000=11.000
max442.000-431.000=11.000
mean0.306-0.303=0.003
σ0.008-0.008=0.000
min0.286-0.285=0.001
max0.351-0.351=0.001
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean442.000-431.000=11.000
σ0.000
min442.000-431.000=11.000
max442.000-431.000=11.000
mean0.294-0.291=0.003
σ0.007-0.007=-0.000
min0.282-0.278=0.003
max0.324-0.328=-0.004

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.432-11.685=-0.253
σ10.601-11.547=-0.946
min0.714-0.574=0.141
max71.265-128.380=-57.115
mean467.266-458.800=8.466
σ19.865-18.599=1.266
min406.000-408.000=-2.000
max481.000-476.000=5.000
mean0.026-0.027=-0.000
σ0.026-0.028=-0.002
min0.001-0.001=-0.000
max0.176-0.308=-0.132

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean294.048-294.459=-0.411
σ1.050-0.987=0.062
min293.642-294.050=-0.407
max297.032-297.266=-0.234
mean441.700
σ17.153-17.017=0.137
min414.000-415.000=-1.000
max467.000-462.000=5.000
mean0.591-0.580=0.011
σ0.031-0.039=-0.007
min0.507-0.518=-0.010
max0.622-0.631=-0.009

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean106.546-106.546=0.000
σ0.000-0.000=-0.000
min106.546
max106.546
mean848.000-849.000=-1.000
σ0.000
min848.000-849.000=-1.000
max848.000-849.000=-1.000
mean147.438-149.597=-2.159
σ11.910-9.952=1.957
min133.945-137.361=-3.416
max164.164-163.657=0.507
phase=macro expansion
mean5.894-5.897=-0.004
σ0.000
min5.894-5.897=-0.004
max5.894-5.897=-0.004
mean848.000-840.250=7.750
σ0.000-24.749=-24.749
min848.000-779.000=69.000
max848.000-849.000=-1.000
mean7.876-8.345=-0.469
σ1.225-1.107=0.117
min6.094-7.007=-0.913
max9.124-9.726=-0.602
phase=parser
mean1042.133-1042.133=0.000
σ0.000-0.000=0.000
min1042.132-1042.132=0.000
max1042.133-1042.133=-0.000
mean848.000-840.250=7.750
σ0.000-24.749=-24.749
min848.000-779.000=69.000
max848.000-849.000=-1.000
mean513.847-547.589=-33.742
σ98.476-85.203=13.273
min405.281-440.733=-35.452
max608.118-613.979=-5.861
phase=processProdDef
mean2241.195-2241.194=0.001
σ0.000
min2241.195-2241.194=0.001
max2241.195-2241.194=0.001
mean848.000-849.000=-1.000
σ0.000
min848.000-849.000=-1.000
max848.000-849.000=-1.000
mean3144.130-2955.303=188.828
σ97.969-284.661=-186.693
min3009.696-2412.615=597.081
max3325.969-3226.356=99.613
phase=renaming
mean21.430
σ0.000
min21.430
max21.430
mean848.000-840.250=7.750
σ0.000-24.749=-24.749
min848.000-779.000=69.000
max848.000-849.000=-1.000
mean42.552-43.690=-1.138
σ4.873-5.171=-0.298
min35.706-36.904=-1.199
max47.817-49.484=-1.667
phase=type checker
mean958.466-958.462=0.004
σ0.047
min958.443-958.439=0.004
max958.568-958.564=0.004
mean848.000-840.250=7.750
σ0.000-24.749=-24.749
min848.000-779.000=69.000
max848.000-849.000=-1.000
mean663.369-661.021=2.348
σ10.708-16.002=-5.294
min649.701-638.931=10.770
max676.917-682.866=-5.950

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean328.220-328.221=-0.000
σ0.040-0.039=0.001
min328.163-328.166=-0.003
max328.262-328.263=-0.000
mean441.000-441.400=-0.400
σ4.416-5.128=-0.712
min435.000-436.000=-1.000
max445.000-447.000=-2.000
mean0.430-0.439=-0.009
σ0.004-0.013=-0.009
min0.425-0.426=-0.000
max0.434-0.458=-0.024
iters=5
new-facts=1
prior-facts=6402
mean1313.430-1313.427=0.003
σ0.134-0.138=-0.003
min1313.323-1313.319=0.004
max1313.657-1313.661=-0.004
mean1084.000-1089.600=-5.600
σ169.163-175.486=-6.323
min858.000-882.000=-24.000
max1291.000-1306.000=-15.000
mean1.897-1.892=0.006
σ0.057-0.078=-0.021
min1.843-1.784=0.059
max1.961-1.961=0.000
iters=5
new-facts=6402
prior-facts=1
mean1552.418-1552.410=0.008
σ3.039-3.044=-0.006
min1550.903-1550.876=0.027
max1557.847-1557.848=-0.001
mean642.800-626.600=16.200
σ69.121-83.933=-14.812
min545.000-524.000=21.000
max726.000-732.000=-6.000
mean2.244-2.232=0.012
σ0.176-0.115=0.061
min2.088-2.100=-0.012
max2.502-2.386=0.116
iters=5
new-facts=6402
prior-facts=6402
mean1875.424-1875.427=-0.003
σ0.046-0.058=-0.012
min1875.356-1875.362=-0.006
max1875.472-1875.510=-0.038
mean1709.600-1721.000=-11.400
σ265.904-211.038=54.866
min1394.000-1438.000=-44.000
max2083.000-1918.000=165.000
mean2.943-3.002=-0.059
σ0.116-0.168=-0.053
min2.855-2.844=0.011
max3.091-3.251=-0.161

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.524-1.533=-0.010
σ0.087-0.148=-0.061
min1.433-1.287=0.146
max1.656-1.662=-0.006

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean420.297-420.295=0.001
σ509.314-509.312=0.002
min165.637-165.637=-0.000
max1184.267-1184.263=0.004
mean103.750
σ7.500
min100.000
max115.000
mean435.000
σ0.000
min435.000
max435.000
mean0.525-0.527=-0.001
σ0.515-0.507=0.008
min0.258-0.265=-0.008
max1.297-1.287=0.010
policies=20
mean1656.570-1656.571=-0.001
σ0.391-0.387=0.004
min1656.345-1656.349=-0.004
max1657.154-1657.150=0.004
mean1000.000
σ0.000
min1000.000
max1000.000
mean447.000-449.500=-2.500
σ10.677-12.767=-2.090
min435.000-440.000=-5.000
max461.000-467.000=-6.000
mean2.669-2.658=0.011
σ0.019-0.007=0.013
min2.645-2.648=-0.003
max2.692-2.662=0.030
policies=200
mean16573.670-16573.749=-0.079
σ0.114-0.105=0.009
min16573.542-16573.659=-0.117
max16573.803-16573.898=-0.095
mean10000.000
σ0.000
min10000.000
max10000.000
mean500.000-498.000=2.000
σ6.481-5.944=0.537
min492.000-491.000=1.000
max507.000-505.000=2.000
mean26.964-26.967=-0.002
σ0.104-0.120=-0.016
min26.851-26.839=0.012
max27.073-27.073=-0.000