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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
mean4.863-5.395=-0.531
σ0.000
min4.863-5.395=-0.531
max4.863-5.395=-0.531

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean446.133-446.633=-0.500
σ0.000
min446.133-446.633=-0.500
max446.133-446.633=-0.500

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
mean54.697-54.716=-0.019
σ0.362-0.362=0.001
min54.561-54.582=-0.020
max55.728-55.745=-0.018
mean420.000-419.000=1.000
σ0.000
min420.000-419.000=1.000
max420.000-419.000=1.000
mean0.139-0.141=-0.002
σ0.006-0.004=0.002
min0.133-0.139=-0.006
max0.148-0.150=-0.002
cache=y
dps=1
iters=10
policies=100
mean43.778-43.778=-0.000
σ0.008-0.008=-0.000
min43.765-43.766=-0.001
max43.790-43.793=-0.003
mean420.000-419.000=1.000
σ0.000
min420.000-419.000=1.000
max420.000-419.000=1.000
mean0.122-0.122=-0.000
σ0.004-0.005=-0.001
min0.118-0.117=0.000
max0.130-0.133=-0.003

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.605-36.604=0.000
σ0.000-0.000=-0.000
min36.605-36.604=0.001
max36.605-36.605=0.000
mean4516.250-4586.375=-70.125
σ2230.217-2251.005=-20.788
min1472.000-1483.000=-11.000
max7338.000-7386.000=-48.000
mean12.240-158.421=-146.181
σ0.673-413.367=-412.694
min11.695-11.882=-0.188
max13.827-1181.451=-1167.624
op=column_set() on indexed, repeat
mean36.605-36.604=0.001
σ0.000-0.000=0.000
min36.605-36.604=0.001
max36.605-36.604=0.001
mean4516.250-4586.375=-70.125
σ2230.217-2251.005=-20.788
min1472.000-1483.000=-11.000
max7338.000-7386.000=-48.000
mean12.722-13.746=-1.025
σ0.551-4.505=-3.954
min11.628-11.648=-0.020
max13.618-24.821=-11.203
op=table_records(), no indexes
mean41.940-41.939=0.000
σ0.002-0.002=-0.000
min41.938-41.938=0.000
max41.942-41.942=0.000
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean11.162-11.356=-0.193
σ0.171-1.114=-0.943
min10.972-10.626=0.346
max11.466-14.081=-2.615
op=table_records(), repeat
mean41.925-41.924=0.001
σ0.000-0.000=0.000
min41.924-41.924=0.000
max41.925-41.925=0.000
mean4516.250-4174.750=341.500
σ2230.217-1946.396=283.821
min1472.000-1483.000=-11.000
max7338.000-7386.000=-48.000
mean11.431-11.554=-0.122
σ0.854-1.740=-0.885
min10.882-10.832=0.049
max13.506-15.854=-2.348
op=vertical_lookup_list() on indexed, after table_records()
mean27.634-27.633=0.001
σ0.137-0.137=-0.000
min27.585-27.584=0.001
max27.972-27.971=0.001
mean4516.250-4174.750=341.500
σ2230.217-1946.396=283.821
min1472.000-1483.000=-11.000
max7338.000-7386.000=-48.000
mean8.984-9.023=-0.039
σ0.831-1.135=-0.304
min7.967-7.952=0.015
max10.657-11.719=-1.063
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.385-26.384=0.001
σ0.000-0.001=-0.001
min26.385-26.384=0.001
max26.385-26.388=-0.002
mean4516.250-4174.750=341.500
σ2230.217-1946.396=283.821
min1472.000-1483.000=-11.000
max7338.000-7386.000=-48.000
mean6.887-7.084=-0.197
σ0.607-0.929=-0.322
min6.281-6.364=-0.083
max8.204-9.294=-1.090
op=vertical_lookup_row_list() on 2 indexed
mean25.663-25.662=0.001
σ0.004-0.004=0.000
min25.662-25.661=0.001
max25.674-25.673=0.001
mean4516.250-4586.375=-70.125
σ2230.217-2251.005=-20.788
min1472.000-1483.000=-11.000
max7338.000-7386.000=-48.000
mean6.007-6.371=-0.365
σ0.159-1.060=-0.900
min5.809-5.637=0.172
max6.239-8.940=-2.701
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.962-25.961=0.002
σ0.001-0.001=-0.000
min25.962-25.961=0.002
max25.964-25.962=0.002
mean4516.250-4586.375=-70.125
σ2230.217-2251.005=-20.788
min1472.000-1483.000=-11.000
max7338.000-7386.000=-48.000
mean5.828-6.292=-0.464
σ0.140-1.120=-0.980
min5.626-5.602=0.024
max6.110-8.943=-2.833

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.599-1021.608=-0.009
σ0.002-0.002=-0.000
min1021.598-1021.606=-0.009
max1021.602-1021.611=-0.009
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean345.309-349.339=-4.030
σ1.998-2.874=-0.875
min341.343-345.208=-3.864
max347.693-352.783=-5.090
op=load_product(), with indexes
mean3495.846-3495.855=-0.009
σ0.455-0.454=0.001
min3495.685-3495.694=-0.009
max3496.971-3496.978=-0.007
mean3689.500-3753.250=-63.750
σ2260.462-2299.677=-39.215
min724.000-721.000=3.000
max7338.000-7386.000=-48.000
mean1562.709-1777.670=-214.961
σ463.821-692.206=-228.385
min1386.364-1399.670=-13.306
max2710.441-2989.546=-279.105

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
min107.841-107.841=0.000
max107.842-107.842=0.000
mean4516.250-4404.500=111.750
σ2230.217-2220.786=9.431
min1472.000-1483.000=-11.000
max7338.000-7386.000=-48.000
mean137.718-244.137=-106.420
σ8.649-307.869=-299.220
min131.346-122.798=8.547
max153.771-1004.891=-851.120
op=column_set() on unindexed, dense, repeat
mean62.069-62.068=0.001
σ0.001
min62.065-62.065=0.001
max62.069-62.068=0.001
mean4516.250-4404.500=111.750
σ2230.217-2220.786=9.431
min1472.000-1483.000=-11.000
max7338.000-7386.000=-48.000
mean43.243-43.842=-0.600
σ1.823-3.029=-1.206
min40.678-40.931=-0.253
max46.038-50.522=-4.484
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.927-40.926=0.001
σ0.002-0.002=0.000
min40.926-40.925=0.001
max40.930-40.928=0.001
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean21.701-198.692=-176.992
σ0.227-496.990=-496.763
min21.384-21.587=-0.202
max22.165-1428.658=-1406.493
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.294-71.294=0.001
σ0.002-0.002=0.000
min71.293-71.292=0.001
max71.297-71.296=0.001
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean84.603-64.888=19.716
σ80.501-21.603=58.899
min55.437-55.702=-0.265
max283.828-117.718=166.110

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.843-4646.842=0.001
σ0.013-0.013=0.000
min4646.837-4646.837=0.000
max4646.876-4646.875=0.001
mean4516.250-4174.750=341.500
σ2230.217-1946.396=283.821
min1472.000-1483.000=-11.000
max7338.000-7386.000=-48.000
mean3396.308-3272.222=124.086
σ837.853-748.865=88.988
min2508.284-2495.515=12.769
max4837.000-4518.940=318.060
op=vertical_lookup_list() on indexed
mean1973.830-1973.829=0.001
σ0.002
min1973.829-1973.827=0.001
max1973.833-1973.832=0.001
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean1006.779-1058.433=-51.654
σ159.675-304.472=-144.797
min913.986-922.405=-8.419
max1322.240-1796.282=-474.042
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.084-905.083=0.001
σ0.002
min905.082-905.080=0.001
max905.087-905.086=0.001
mean7338.000-7386.000=-48.000
σ0.000
min7338.000-7386.000=-48.000
max7338.000-7386.000=-48.000
mean400.580-411.579=-10.999
σ5.538-48.275=-42.737
min388.764-382.250=6.514
max405.019-530.151=-125.132

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean478.000-477.000=1.000
σ0.000
min478.000-477.000=1.000
max478.000-477.000=1.000
mean346.792-372.613=-25.820
σ27.151-46.372=-19.220
min313.663-319.106=-5.443
max389.785-431.580=-41.795
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean559.750-562.000=-2.250
σ1.035-0.000=1.035
min559.000-562.000=-3.000
max561.000-562.000=-1.000
mean691.585-732.939=-41.354
σ85.886-91.775=-5.889
min570.730-566.225=4.505
max821.412-821.620=-0.208

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean964.558-964.563=-0.004
σ1.879-1.881=-0.002
min963.840-963.843=-0.003
max972.505-972.517=-0.013
mean1038.500-1036.200=2.300
σ308.282-309.526=-1.244
min540.000-544.000=-4.000
max1536.000-1532.000=4.000
mean1.251-1.244=0.007
σ0.076-0.064=0.012
min1.185-1.183=0.002
max1.483-1.416=0.067

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
mean0.321-0.295=0.027
σ0.300-0.292=0.008
min0.143-0.141=0.002
max0.836-0.814=0.023
name=error_case.art
mean2.346-2.346=-0.000
σ0.012
min2.340-2.340=-0.000
max2.368-2.368=-0.000
mean402.000
σ0.000
min402.000
max402.000
mean0.468-0.472=-0.004
σ0.318-0.322=-0.003
min0.313-0.320=-0.007
max1.036-1.047=-0.010
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000
σ0.000
min402.000
max402.000
mean0.220-0.215=0.006
σ0.021-0.018=0.003
min0.202-0.199=0.003
max0.257-0.245=0.012
name=nested_use.art
mean2.364-2.364=-0.000
σ0.002
min2.363-2.363=-0.000
max2.367-2.367=-0.000
mean402.000
σ0.000
min402.000
max402.000
mean0.327-0.332=-0.005
σ0.021-0.023=-0.002
min0.307-0.311=-0.004
max0.357-0.367=-0.010

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.978-964.979=-0.001
σ0.009
min964.973-964.974=-0.001
max964.995-964.996=-0.001
mean431.000
σ0.000
min431.000
max431.000
mean0.566-0.590=-0.024
σ0.051-0.023=0.028
min0.478-0.551=-0.072
max0.609-0.607=0.002
name=cdr_enhanced_4k_loc.art
mean886.000-886.001=-0.001
σ0.002
min885.999-886.000=-0.001
max886.003-886.004=-0.001
mean431.000
σ0.000
min431.000
max431.000
mean0.439-0.469=-0.030
σ0.036-0.036=0.000
min0.384-0.412=-0.028
max0.474-0.502=-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
mean1.960-1.960=0.000
σ0.076-0.064=0.012
min1.820-1.858=-0.038
max2.225-2.243=-0.018
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean431.000
σ0.000
min431.000
max431.000
mean2.157-1.927=0.230
σ0.292-0.076=0.216
min1.864-1.744=0.121
max2.783-2.127=0.656
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean431.000
σ0.000
min431.000
max431.000
mean0.305-0.303=0.002
σ0.019-0.012=0.007
min0.287-0.289=-0.001
max0.476-0.381=0.096
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean431.000
σ0.000
min431.000
max431.000
mean0.292-0.289=0.002
σ0.008-0.007=0.001
min0.277-0.275=0.002
max0.333-0.328=0.005

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.954-11.266=0.688
σ12.006-11.749=0.257
min0.574-0.573=0.001
max118.767-88.696=30.071
mean466.984-465.863=1.121
σ19.365-21.062=-1.697
min406.000-408.000=-2.000
max483.000-484.000=-1.000
mean0.027-0.026=0.001
σ0.029-0.029=0.000
min0.001-0.001=-0.000
max0.283-0.226=0.057

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean279.087-278.931=0.157
σ1.044-1.018=0.026
min278.662-278.548=0.114
max282.057-281.823=0.234
mean442.200-440.300=1.900
σ13.975-15.614=-1.639
min426.000-416.000=10.000
max463.000-466.000=-3.000
mean0.568-0.575=-0.007
σ0.031-0.020=0.011
min0.506-0.539=-0.033
max0.615-0.608=0.007

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean106.546-169.257=-62.711
σ0.000-0.000=-0.000
min106.546-169.257=-62.711
max106.546-169.257=-62.712
mean729.000-850.000=-121.000
σ0.000
min729.000-850.000=-121.000
max729.000-850.000=-121.000
mean146.211-203.701=-57.490
σ11.370-22.096=-10.726
min134.696-186.188=-51.492
max162.711-248.670=-85.959
phase=macro expansion
mean5.894-5.896=-0.002
σ0.000
min5.894-5.896=-0.002
max5.894-5.896=-0.002
mean729.000-838.750=-109.750
σ0.000-31.820=-31.820
min729.000-760.000=-31.000
max729.000-850.000=-121.000
mean8.044-8.010=0.034
σ1.200-1.419=-0.219
min5.920-5.965=-0.045
max8.910-9.117=-0.208
phase=parser
mean1042.130-1042.133=-0.003
σ0.000-0.000=-0.000
min1042.130-1042.133=-0.003
max1042.131-1042.134=-0.003
mean729.000-838.750=-109.750
σ0.000-31.820=-31.820
min729.000-760.000=-31.000
max729.000-850.000=-121.000
mean541.640-587.343=-45.704
σ93.425-57.871=35.554
min400.783-446.111=-45.328
max615.185-618.131=-2.945
phase=processProdDef
mean2241.195-2243.715=-2.520
σ0.000
min2241.195-2243.715=-2.520
max2241.195-2243.715=-2.520
mean729.000-850.000=-121.000
σ0.000
min729.000-850.000=-121.000
max729.000-850.000=-121.000
mean2837.216-2909.029=-71.813
σ362.071-285.040=77.031
min2315.947-2381.854=-65.907
max3293.720-3231.880=61.840
phase=renaming
mean21.433-21.436=-0.003
σ0.000
min21.433-21.436=-0.003
max21.433-21.436=-0.003
mean729.000-838.750=-109.750
σ0.000-31.820=-31.820
min729.000-760.000=-31.000
max729.000-850.000=-121.000
mean43.412-42.509=0.903
σ5.141-6.264=-1.122
min35.431-34.000=1.431
max49.192-48.958=0.234
phase=type checker
mean958.462-958.600=-0.137
σ0.047
min958.439-958.577=-0.137
max958.564-958.702=-0.137
mean729.000-838.750=-109.750
σ0.000-31.820=-31.820
min729.000-760.000=-31.000
max729.000-850.000=-121.000
mean664.718-662.513=2.205
σ16.995-15.291=1.704
min638.243-636.634=1.608
max682.468-681.304=1.164

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.856-282.855=0.001
σ0.035-0.039=-0.004
min282.805-282.800=0.004
max282.890-282.894=-0.004
mean443.400-441.400=2.000
σ0.548-3.286=-2.739
min443.000-439.000=4.000
max444.000-445.000=-1.000
mean0.379-0.376=0.003
σ0.003-0.000=0.002
min0.374-0.375=-0.001
max0.381-0.376=0.005
iters=5
new-facts=1
prior-facts=6402
mean1268.048-1268.058=-0.009
σ0.088-0.111=-0.023
min1267.961-1267.970=-0.009
max1268.179-1268.245=-0.066
mean1061.800-1093.000=-31.200
σ168.783-169.819=-1.036
min829.000-892.000=-63.000
max1272.000-1325.000=-53.000
mean1.889-1.943=-0.054
σ0.127-0.070=0.057
min1.782-1.856=-0.074
max2.096-2.040=0.057
iters=5
new-facts=6402
prior-facts=1
mean1507.051-1507.032=0.019
σ2.941-2.971=-0.029
min1505.543-1505.479=0.063
max1512.300-1512.334=-0.034
mean616.600-625.400=-8.800
σ79.730-87.248=-7.519
min494.000-495.000=-1.000
max708.000-727.000=-19.000
mean2.301-2.231=0.070
σ0.181-0.206=-0.025
min2.102-2.129=-0.026
max2.537-2.599=-0.062
iters=5
new-facts=6402
prior-facts=6402
mean1830.062-1830.063=-0.002
σ0.036-0.047=-0.011
min1830.011-1829.993=0.018
max1830.104-1830.113=-0.009
mean1709.800-1719.800=-10.000
σ249.951-190.401=59.550
min1436.000-1456.000=-20.000
max2066.000-1893.000=173.000
mean2.859-3.022=-0.163
σ0.086-0.331=-0.245
min2.774-2.815=-0.041
max2.960-3.611=-0.651

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.710-1.814=-0.104
σ0.149-0.110=0.039
min1.591-1.622=-0.031
max1.888-1.890=-0.002

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean405.943-406.199=-0.256
σ509.285-509.796=-0.510
min151.299-151.296=0.003
max1169.871-1170.893=-1.021
mean101.750
σ7.500
min98.000
max113.000
mean444.000-447.000=-3.000
σ0.000
min444.000-447.000=-3.000
max444.000-447.000=-3.000
mean0.503-0.495=0.007
σ0.492-0.490=0.001
min0.253-0.241=0.012
max1.240-1.231=0.009
policies=20
mean1513.133-1513.148=-0.015
σ0.262-0.272=-0.010
min1512.962-1512.974=-0.013
max1513.522-1513.551=-0.030
mean980.000
σ0.000
min980.000
max980.000
mean452.000-447.750=4.250
σ10.832-0.500=10.332
min444.000-447.000=-3.000
max468.000-448.000=20.000
mean2.491-2.508=-0.017
σ0.019-0.031=-0.012
min2.466-2.469=-0.003
max2.513-2.539=-0.026
policies=200
mean15140.018-15139.963=0.055
σ0.150-0.117=0.033
min15139.816-15139.807=0.008
max15140.153-15140.064=0.089
mean9800.000
σ0.000
min9800.000
max9800.000
mean500.000-498.750=1.250
σ5.164-7.136=-1.972
min494.000-491.000=3.000
max506.000-507.000=-1.000
mean25.127-25.351=-0.224
σ0.310-0.102=0.208
min24.936-25.225=-0.289
max25.588-25.443=0.146