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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
mean446.102
σ0.000
min446.102
max446.102

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
mean57.824-57.819=0.005
σ0.360-0.363=-0.002
min57.680-57.678=0.002
max58.848-58.850=-0.002
mean417.000-422.000=-5.000
σ0.000
min417.000-422.000=-5.000
max417.000-422.000=-5.000
mean0.147-0.147=-0.001
σ0.007-0.005=0.002
min0.137-0.142=-0.005
max0.155-0.155=0.000
cache=y
dps=1
iters=10
policies=100
mean46.899-46.899=-0.000
σ0.005-0.004=0.001
min46.888-46.892=-0.004
max46.908-46.906=0.002
mean417.000-422.000=-5.000
σ0.000
min417.000-422.000=-5.000
max417.000-422.000=-5.000
mean0.129-0.131=-0.002
σ0.005-0.004=0.001
min0.121-0.128=-0.007
max0.138-0.139=-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
max36.605-36.605=0.000
mean4591.500-4587.375=4.125
σ2253.712-2254.261=-0.549
min1487.000
max7404.000-7405.000=-1.000
mean13.965-13.787=0.178
σ4.575-3.316=1.258
min12.068-11.875=0.193
max25.267-20.569=4.699
op=column_set() on indexed, repeat
mean36.605-36.605=-0.000
σ0.000-0.000=-0.000
min36.605
max36.605-36.605=-0.000
mean4591.500-4587.375=4.125
σ2253.712-2254.261=-0.549
min1487.000
max7404.000-7405.000=-1.000
mean14.400-14.256=0.145
σ4.586-3.190=1.397
min11.699-11.704=-0.005
max25.689-21.230=4.459
op=table_records(), no indexes
mean41.940-41.940=-0.000
σ0.002-0.002=-0.000
min41.938-41.938=-0.000
max41.942-41.943=-0.001
mean7404.000-7405.000=-1.000
σ0.000
min7404.000-7405.000=-1.000
max7404.000-7405.000=-1.000
mean10.978-11.184=-0.207
σ0.241-0.208=0.033
min10.400-10.923=-0.523
max11.148-11.453=-0.305
op=table_records(), repeat
mean41.925-41.925=0.000
σ0.001-0.000=0.001
min41.925-41.924=0.000
max41.928-41.926=0.003
mean4179.375-4173.500=5.875
σ1946.438-1945.909=0.529
min1487.000
max7404.000-7405.000=-1.000
mean11.893-11.808=0.085
σ1.874-1.891=-0.017
min10.976-11.012=-0.036
max16.494-16.471=0.023
op=vertical_lookup_list() on indexed, after table_records()
mean27.634-27.634=0.000
σ0.137-0.137=0.000
min27.585
max27.972-27.972=0.000
mean4179.375-4173.500=5.875
σ1946.438-1945.909=0.529
min1487.000
max7404.000-7405.000=-1.000
mean9.014-9.105=-0.091
σ1.333-1.313=0.020
min7.594-7.982=-0.389
max12.143-12.267=-0.124
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
mean4179.375-4173.500=5.875
σ1946.438-1945.909=0.529
min1487.000
max7404.000-7405.000=-1.000
mean6.694-7.183=-0.490
σ1.101-0.859=0.242
min5.617-6.550=-0.933
max9.228-9.229=-0.001
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
mean4591.500-4587.375=4.125
σ2253.712-2254.261=-0.549
min1487.000
max7404.000-7405.000=-1.000
mean6.388-6.506=-0.118
σ0.977-0.540=0.437
min5.815-5.963=-0.148
max8.773-7.317=1.455
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.962-25.962=-0.000
σ0.001-0.001=0.000
min25.962-25.962=-0.000
max25.964
mean4591.500-4587.375=4.125
σ2253.712-2254.261=-0.549
min1487.000
max7404.000-7405.000=-1.000
mean6.271-6.280=-0.009
σ1.050-0.626=0.424
min5.739-5.787=-0.048
max8.838-7.432=1.406

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.599-1021.599=0.000
σ0.002
min1021.597-1021.597=0.000
max1021.602-1021.602=0.000
mean7404.000-7405.000=-1.000
σ0.000
min7404.000-7405.000=-1.000
max7404.000-7405.000=-1.000
mean360.354-362.336=-1.982
σ42.047-43.409=-1.362
min343.186-345.483=-2.298
max464.335-469.734=-5.399
op=load_product(), with indexes
mean3495.848-3495.846=0.002
σ0.460-0.455=0.005
min3495.685-3495.685=0.000
max3496.986-3496.971=0.015
mean3756.000-3751.750=4.250
σ2300.571-2299.170=1.401
min720.000
max7404.000-7405.000=-1.000
mean1763.407-1750.044=13.363
σ680.849-638.535=42.314
min1382.748-1395.162=-12.414
max2941.055-2795.065=145.990

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.842-107.842=0.000
σ0.000-0.000=-0.000
min107.841-107.841=0.000
max107.842
mean4412.750-4408.000=4.750
σ2224.528-2225.541=-1.012
min1487.000
max7404.000-7405.000=-1.000
mean275.943-267.915=8.028
σ391.386-372.743=18.644
min125.809-125.323=0.486
max1243.478-1189.326=54.152
op=column_set() on unindexed, dense, repeat
mean62.069
σ0.001
min62.065
max62.070
mean4591.500-4587.375=4.125
σ2253.712-2254.261=-0.549
min1487.000
max7404.000-7405.000=-1.000
mean185.012-180.699=4.313
σ397.829-378.972=18.858
min41.552-41.462=0.089
max1169.575-1118.413=51.162
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.927
σ0.002
min40.926
max40.930
mean7404.000-7405.000=-1.000
σ0.000
min7404.000-7405.000=-1.000
max7404.000-7405.000=-1.000
mean22.719-22.260=0.459
σ1.963-1.183=0.780
min21.386-21.669=-0.283
max26.553-25.156=1.396
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
mean7404.000-7405.000=-1.000
σ0.000
min7404.000-7405.000=-1.000
max7404.000-7405.000=-1.000
mean242.940-293.313=-50.373
σ527.116-671.071=-143.955
min55.189-54.324=0.866
max1547.468-1954.124=-406.655

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.842-4646.843=-0.001
σ0.013-0.014=-0.000
min4646.837
max4646.875-4646.876=-0.001
mean4179.375-4173.500=5.875
σ1946.438-1945.909=0.529
min1487.000
max7404.000-7405.000=-1.000
mean3294.172-3191.702=102.470
σ729.151-639.415=89.737
min2464.636-2482.670=-18.034
max4158.494-4074.433=84.062
op=vertical_lookup_list() on indexed
mean1973.830
σ0.002
min1973.829
max1973.833
mean7404.000-7405.000=-1.000
σ0.000
min7404.000-7405.000=-1.000
max7404.000-7405.000=-1.000
mean1098.021-1043.601=54.421
σ310.575-191.035=119.541
min911.995-911.624=0.371
max1787.257-1379.139=408.118
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.084
σ0.002
min905.082
max905.087
mean7404.000-7405.000=-1.000
σ0.000
min7404.000-7405.000=-1.000
max7404.000-7405.000=-1.000
mean405.622-385.466=20.156
σ37.420-4.623=32.798
min389.391-377.778=11.613
max497.696-393.205=104.490

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean475.500-478.000=-2.500
σ0.535-0.000=0.535
min475.000-478.000=-3.000
max476.000-478.000=-2.000
mean381.710-375.985=5.725
σ11.706-39.601=-27.895
min364.542-296.135=68.407
max401.989-422.419=-20.431
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean564.000-562.000=2.000
σ0.000-1.069=-1.069
min564.000-561.000=3.000
max564.000-563.000=1.000
mean749.980-782.546=-32.566
σ70.029-55.133=14.895
min595.478-720.895=-125.417
max839.078-844.592=-5.514

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean976.918-977.272=-0.355
σ2.438-2.440=-0.002
min976.073-976.423=-0.350
max987.249-987.613=-0.364
mean1052.550-1053.100=-0.550
σ322.313-329.169=-6.856
min539.000-564.000=-25.000
max1569.000-1543.000=26.000
mean1.299-1.291=0.008
σ0.149-0.087=0.062
min1.209-1.211=-0.002
max1.888-1.477=0.411

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
mean0.474-0.516=-0.042
σ0.432-0.499=-0.067
min0.224-0.243=-0.019
max1.236-1.403=-0.168
name=error_case.art
mean2.346
σ0.012
min2.340
max2.368
mean402.000
σ0.000
min402.000
max402.000
mean0.855-0.819=0.036
σ0.550-0.521=0.029
min0.567-0.566=0.001
max1.837-1.751=0.086
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000
σ0.000
min402.000
max402.000
mean0.386-0.383=0.003
σ0.035-0.037=-0.003
min0.363-0.354=0.009
max0.446-0.446=0.001
name=nested_use.art
mean2.364
σ0.002
min2.363
max2.367
mean402.000
σ0.000
min402.000
max402.000
mean0.594-0.599=-0.005
σ0.025-0.029=-0.004
min0.574-0.567=0.007
max0.635-0.631=0.005

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.978
σ0.009
min964.973
max964.995
mean431.000
σ0.000
min431.000
max431.000
mean0.736-0.690=0.046
σ0.028-0.056=-0.028
min0.690-0.632=0.058
max0.756-0.749=0.007
name=cdr_enhanced_4k_loc.art
mean886.000
σ0.002
min885.999
max886.003
mean431.000
σ0.000
min431.000
max431.000
mean0.455-0.629=-0.174
σ0.064-0.016=0.048
min0.359-0.604=-0.245
max0.514-0.646=-0.132

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
mean2.752-3.575=-0.823
σ0.097-0.092=0.004
min2.563-3.419=-0.856
max3.061-4.004=-0.943
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean431.000
σ0.000
min431.000
max431.000
mean2.724-3.512=-0.788
σ0.090-0.071=0.018
min2.458-3.403=-0.944
max2.961-3.802=-0.841
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean431.000
σ0.000
min431.000
max431.000
mean0.307-0.540=-0.232
σ0.012-0.029=-0.017
min0.289-0.513=-0.224
max0.384-0.777=-0.394
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean431.000
σ0.000
min431.000
max431.000
mean0.292-0.512=-0.219
σ0.008-0.022=-0.014
min0.281-0.484=-0.204
max0.328-0.665=-0.337

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.833-12.165=-0.332
σ11.393-11.118=0.275
min0.574-0.573=0.000
max98.231-101.328=-3.097
mean465.648-466.488=-0.840
σ19.945-19.710=0.235
min408.000
max483.000-481.000=2.000
mean0.028-0.028=-0.000
σ0.028-0.027=0.001
min0.001-0.001=0.000
max0.238-0.246=-0.009

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean293.955-294.172=-0.217
σ1.007-1.089=-0.081
min293.536-293.743=-0.207
max296.817-297.266=-0.449
mean444.800-437.900=6.900
σ18.820-15.409=3.411
min417.000-415.000=2.000
max463.000-460.000=3.000
mean0.587-0.585=0.002
σ0.023-0.027=-0.004
min0.549-0.532=0.017
max0.614-0.624=-0.010

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
max106.546-106.546=0.000
mean847.000-850.000=-3.000
σ0.000
min847.000-850.000=-3.000
max847.000-850.000=-3.000
mean153.418-146.256=7.163
σ11.480-10.207=1.272
min129.257-134.250=-4.993
max162.574-162.957=-0.382
phase=macro expansion
mean5.894-5.897=-0.004
σ0.000
min5.894-5.897=-0.004
max5.894-5.897=-0.004
mean847.000-838.750=8.250
σ0.000-31.820=-31.820
min847.000-760.000=87.000
max847.000-850.000=-3.000
mean7.535-8.486=-0.951
σ2.775-1.856=0.919
min5.796-5.899=-0.103
max12.003-11.911=0.092
phase=parser
mean1042.134-1042.133=0.001
σ0.001-0.000=0.001
min1042.131-1042.133=-0.002
max1042.134-1042.133=0.001
mean847.000-838.750=8.250
σ0.000-31.820=-31.820
min847.000-760.000=87.000
max847.000-850.000=-3.000
mean471.190-560.658=-89.469
σ161.083-113.449=47.634
min372.815-421.548=-48.733
max733.468-736.108=-2.639
phase=processProdDef
mean2241.193-2241.194=-0.001
σ0.000-0.000=0.000
min2241.193-2241.194=-0.001
max2241.194-2241.194=0.000
mean847.000-850.000=-3.000
σ0.000
min847.000-850.000=-3.000
max847.000-850.000=-3.000
mean2857.856-2665.356=192.500
σ541.857-543.478=-1.621
min1781.405-1669.093=112.312
max3364.796-3193.176=171.619
phase=renaming
mean21.430-21.430=0.000
σ0.001-0.000=0.001
min21.430
max21.433-21.430=0.004
mean847.000-838.750=8.250
σ0.000-31.820=-31.820
min847.000-760.000=87.000
max847.000-850.000=-3.000
mean41.835-44.144=-2.310
σ4.740-5.634=-0.894
min34.750-35.062=-0.312
max48.480-49.070=-0.590
phase=type checker
mean958.466-958.462=0.003
σ0.047-0.047=0.000
min958.439
max958.568-958.564=0.004
mean847.000-838.875=8.125
σ0.000-31.466=-31.466
min847.000-761.000=86.000
max847.000-850.000=-3.000
mean713.607-687.333=26.274
σ68.064-63.695=4.369
min655.803-642.599=13.204
max855.372-841.548=13.823

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean328.016-328.382=-0.366
σ0.035-0.040=-0.004
min327.966-328.325=-0.359
max328.056-328.425=-0.369
mean442.400-441.200=1.200
σ4.278-5.933=-1.655
min435.000
max446.000-448.000=-2.000
mean0.443-0.440=0.002
σ0.010-0.011=-0.001
min0.428-0.429=-0.001
max0.453-0.455=-0.002
iters=5
new-facts=1
prior-facts=6402
mean1313.228-1313.595=-0.367
σ0.141-0.136=0.005
min1313.122-1313.486=-0.364
max1313.472-1313.824=-0.352
mean1091.800-1087.400=4.400
σ173.376-179.492=-6.116
min896.000-872.000=24.000
max1330.000-1307.000=23.000
mean1.909-1.899=0.010
σ0.063-0.062=0.001
min1.845-1.829=0.016
max1.998-1.961=0.038
iters=5
new-facts=6402
prior-facts=1
mean1552.240-1552.560=-0.320
σ3.044-3.071=-0.027
min1550.707-1550.990=-0.282
max1557.678-1558.042=-0.364
mean620.200-626.200=-6.000
σ90.093-85.987=4.106
min520.000-525.000=-5.000
max739.000
mean2.280-2.281=-0.001
σ0.133-0.174=-0.041
min2.146-2.140=0.006
max2.446-2.542=-0.097
iters=5
new-facts=6402
prior-facts=6402
mean1875.227-1875.603=-0.375
σ0.055-0.064=-0.008
min1875.168-1875.532=-0.364
max1875.314-1875.692=-0.378
mean1738.400-1725.400=13.000
σ216.255-213.412=2.843
min1460.000-1439.000=21.000
max1949.000-1925.000=24.000
mean3.038-2.968=0.070
σ0.157-0.179=-0.021
min2.850-2.824=0.027
max3.234-3.227=0.007

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.628-1.513=0.115
σ0.079-0.195=-0.116
min1.539-1.219=0.320
max1.724-1.694=0.030

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean419.404-420.294=-0.890
σ508.893-509.311=-0.419
min164.955-165.635=-0.680
max1182.743-1184.261=-1.518
mean101.250-103.750=-2.500
σ6.500-7.500=-1.000
min98.000-100.000=-2.000
max111.000-115.000=-4.000
mean430.000-435.000=-5.000
σ0.000
min430.000-435.000=-5.000
max430.000-435.000=-5.000
mean0.525-0.530=-0.005
σ0.519-0.513=0.005
min0.255-0.272=-0.018
max1.302-1.300=0.003
policies=20
mean1649.827-1656.562=-6.735
σ0.381-0.392=-0.011
min1649.598-1656.337=-6.739
max1650.396-1657.148=-6.751
mean980.000-1000.000=-20.000
σ0.000
min980.000-1000.000=-20.000
max980.000-1000.000=-20.000
mean451.250-447.250=4.000
σ12.121-10.308=1.813
min436.000
max461.000
mean2.676-2.668=0.008
σ0.005-0.010=-0.006
min2.669-2.658=0.011
max2.680-2.681=-0.001
policies=200
mean16505.948-16573.732=-67.784
σ0.134-0.055=0.079
min16505.796-16573.668=-67.872
max16506.120-16573.798=-67.677
mean9800.000-10000.000=-200.000
σ0.000
min9800.000-10000.000=-200.000
max9800.000-10000.000=-200.000
mean499.500-496.750=2.750
σ5.568-5.123=0.444
min492.000-490.000=2.000
max505.000-502.000=3.000
mean26.914-26.934=-0.021
σ0.118-0.078=0.039
min26.758-26.818=-0.061
max27.021-26.984=0.037