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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
σ0.000
min446.133
max446.133

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
mean57.818-57.818=-0.000
σ0.360-0.361=-0.001
min57.685-57.677=0.009
max58.841-58.844=-0.002
mean415.000-420.000=-5.000
σ0.000
min415.000-420.000=-5.000
max415.000-420.000=-5.000
mean0.148-0.147=0.001
σ0.004-0.005=-0.001
min0.145-0.137=0.007
max0.155-0.154=0.001
cache=y
dps=1
iters=10
policies=100
mean46.899-46.899=-0.000
σ0.006-0.005=0.001
min46.890-46.890=0.000
max46.908-46.909=-0.001
mean415.200-420.200=-5.000
σ0.422
min415.000-420.000=-5.000
max416.000-421.000=-5.000
mean0.131-0.131=0.000
σ0.005-0.005=0.000
min0.125-0.125=-0.000
max0.139-0.138=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
max36.605-36.606=-0.000
mean4586.250-4593.250=-7.000
σ2253.500-2246.076=7.424
min1487.000-1484.000=3.000
max7404.000-7379.000=25.000
mean13.593-128.005=-114.412
σ2.854-326.943=-324.089
min11.769-11.879=-0.110
max18.439-937.147=-918.707
op=column_set() on indexed, repeat
mean36.605-36.605=0.000
σ0.000-0.000=-0.000
min36.605-36.605=0.000
max36.605-36.605=0.000
mean4586.250-4593.250=-7.000
σ2253.500-2246.076=7.424
min1487.000-1484.000=3.000
max7404.000-7379.000=25.000
mean13.185-13.063=0.122
σ2.758-3.010=-0.252
min11.506-11.301=0.205
max18.018-20.380=-2.361
op=table_records(), no indexes
mean41.940-41.940=0.000
σ0.002-0.002=0.000
min41.938
max41.943-41.942=0.000
mean7404.000-7379.000=25.000
σ0.000
min7404.000-7379.000=25.000
max7404.000-7379.000=25.000
mean11.157-10.968=0.189
σ0.110-0.413=-0.303
min11.014-10.208=0.806
max11.322-11.514=-0.192
op=table_records(), repeat
mean41.925-41.926=-0.000
σ0.001-0.001=0.000
min41.924-41.925=-0.000
max41.929-41.928=0.000
mean4172.125-4186.750=-14.625
σ1945.008-1943.820=1.189
min1487.000-1484.000=3.000
max7404.000-7379.000=25.000
mean11.654-11.471=0.182
σ1.884-0.922=0.962
min10.642-10.893=-0.252
max16.293-13.721=2.572
op=vertical_lookup_list() on indexed, after table_records()
mean27.634-27.634=-0.000
σ0.137-0.137=0.000
min27.585-27.585=-0.000
max27.972
mean4172.125-4186.750=-14.625
σ1945.008-1943.820=1.189
min1487.000-1484.000=3.000
max7404.000-7379.000=25.000
mean9.165-8.614=0.551
σ1.378-0.593=0.785
min8.004-8.239=-0.234
max12.471-10.041=2.430
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
mean4172.125-4186.750=-14.625
σ1945.008-1943.820=1.189
min1487.000-1484.000=3.000
max7404.000-7379.000=25.000
mean6.940-6.628=0.312
σ1.109-0.623=0.487
min5.850-5.742=0.108
max9.537-7.960=1.577
op=vertical_lookup_row_list() on 2 indexed
mean25.663
σ0.004-0.004=0.000
min25.662
max25.674
mean4586.250-4593.250=-7.000
σ2253.500-2246.076=7.424
min1487.000-1484.000=3.000
max7404.000-7379.000=25.000
mean6.245-6.226=0.018
σ0.573-1.069=-0.496
min5.730-5.562=0.167
max7.232-8.832=-1.600
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.962-25.962=0.000
σ0.001-0.001=-0.000
min25.962
max25.964
mean4586.250-4593.250=-7.000
σ2253.500-2246.076=7.424
min1487.000-1484.000=3.000
max7404.000-7379.000=25.000
mean6.205-6.197=0.008
σ0.725-1.071=-0.346
min5.714-5.609=0.104
max7.445-8.801=-1.357

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
min1021.597
max1021.602-1021.602=-0.000
mean7404.000-7379.000=25.000
σ0.000
min7404.000-7379.000=25.000
max7404.000-7379.000=25.000
mean360.666-554.301=-193.635
σ43.749-592.688=-548.939
min341.993-343.927=-1.934
max468.837-2021.127=-1552.290
op=load_product(), with indexes
mean3495.846-3495.846=-0.000
σ0.455-0.455=0.000
min3495.685-3495.685=0.000
max3496.971
mean3750.750-3760.875=-10.125
σ2298.184-2299.468=-1.285
min720.000
max7404.000-7379.000=25.000
mean1604.641-1741.231=-136.590
σ420.183-630.810=-210.627
min1402.265-1392.503=9.762
max2628.561-2769.218=-140.657

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.842-107.841=0.000
σ0.000-0.000=-0.000
min107.841-107.841=0.000
max107.842
mean4406.875-4414.625=-7.750
σ2224.942-2215.183=9.760
min1487.000-1484.000=3.000
max7404.000-7379.000=25.000
mean258.701-183.194=75.507
σ346.830-139.876=206.954
min124.341-126.131=-1.789
max1115.886-528.513=587.373
op=column_set() on unindexed, dense, repeat
mean62.069-62.069=0.000
σ0.001-0.001=0.000
min62.065-62.065=0.000
max62.070-62.069=0.001
mean4586.250-4414.625=171.625
σ2253.500-2215.183=38.317
min1487.000-1484.000=3.000
max7404.000-7379.000=25.000
mean215.508-42.789=172.719
σ479.356-1.236=478.120
min40.431-41.334=-0.903
max1401.687-44.645=1357.041
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.927
σ0.002
min40.926
max40.930
mean7404.000-7379.000=25.000
σ0.000
min7404.000-7379.000=25.000
max7404.000-7379.000=25.000
mean22.329-22.417=-0.088
σ1.697-1.021=0.676
min21.527-21.629=-0.102
max26.516-24.795=1.721
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
mean7404.000-7379.000=25.000
σ0.000
min7404.000-7379.000=25.000
max7404.000-7379.000=25.000
mean260.522-56.179=204.342
σ574.778-2.215=572.564
min55.922-54.791=1.131
max1683.007-61.502=1621.505

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.842-4646.842=0.000
σ0.014-0.013=0.000
min4646.837
max4646.876-4646.875=0.001
mean4172.125-4186.750=-14.625
σ1945.008-1943.820=1.189
min1487.000-1484.000=3.000
max7404.000-7379.000=25.000
mean3221.162-3304.299=-83.137
σ861.839-757.609=104.230
min2501.365-2523.193=-21.828
max4806.127-4492.406=313.721
op=vertical_lookup_list() on indexed
mean1973.830-1973.830=0.000
σ0.002-0.002=0.000
min1973.829
max1973.833-1973.833=0.000
mean7404.000-7379.000=25.000
σ0.000
min7404.000-7379.000=25.000
max7404.000-7379.000=25.000
mean1094.376-982.754=111.622
σ333.417-88.110=245.308
min918.893-927.148=-8.255
max1887.176-1130.334=756.842
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.084-905.084=-0.000
σ0.002-0.002=0.000
min905.082
max905.087
mean7404.000-7379.000=25.000
σ0.000
min7404.000-7379.000=25.000
max7404.000-7379.000=25.000
mean391.795-469.035=-77.240
σ5.196-210.280=-205.085
min387.869-382.235=5.634
max403.537-989.272=-585.734

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean477.000-475.375=1.625
σ0.000-0.518=-0.518
min477.000-475.000=2.000
max477.000-476.000=1.000
mean383.061-371.167=11.895
σ38.049-29.425=8.624
min311.870-307.238=4.632
max434.976-398.696=36.280
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean565.000-558.000=7.000
σ0.000
min565.000-558.000=7.000
max565.000-558.000=7.000
mean738.032-759.204=-21.172
σ49.827-49.154=0.673
min626.881-671.763=-44.882
max782.265-825.934=-43.668

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean977.272-977.274=-0.002
σ2.441-2.441=0.001
min976.424-976.427=-0.003
max987.617-987.616=0.001
mean1040.400-1042.000=-1.600
σ314.322-308.634=5.687
min567.000-568.000=-1.000
max1501.000-1493.000=8.000
mean1.289-1.289=-0.001
σ0.148-0.136=0.012
min1.138-1.200=-0.062
max1.806-1.770=0.035

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
mean0.452-0.453=-0.001
σ0.536-0.473=0.063
min0.153-0.218=-0.065
max1.408-1.299=0.109
name=error_case.art
mean2.346
σ0.012
min2.340
max2.368
mean402.000
σ0.000
min402.000
max402.000
mean0.859-0.829=0.030
σ0.578-0.515=0.063
min0.567-0.581=-0.014
max1.890-1.750=0.140
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000
σ0.000
min402.000
max402.000
mean0.379-0.384=-0.005
σ0.038-0.040=-0.002
min0.348-0.353=-0.004
max0.441-0.450=-0.008
name=nested_use.art
mean2.364
σ0.002
min2.363
max2.367
mean402.000
σ0.000
min402.000
max402.000
mean0.591-0.594=-0.003
σ0.027-0.020=0.007
min0.568-0.574=-0.006
max0.632-0.623=0.009

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
mean0.702-0.717=-0.015
σ0.043-0.029=0.013
min0.661-0.670=-0.009
max0.754-0.748=0.006
name=cdr_enhanced_4k_loc.art
mean886.000
σ0.002
min885.999
max886.003
mean431.000
σ0.000
min431.000
max431.000
mean0.579-0.604=-0.025
σ0.054-0.028=0.027
min0.507-0.578=-0.072
max0.628-0.648=-0.021

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
mean3.547-3.555=-0.008
σ0.088-0.099=-0.010
min3.399-3.401=-0.002
max3.789-3.948=-0.159
name=record_render_large_syntax_err.art
mean7.667
σ0.002
min7.666
max7.670
mean431.000
σ0.000
min431.000
max431.000
mean3.531-3.562=-0.031
σ0.079-0.090=-0.011
min3.303-3.416=-0.113
max3.721-3.815=-0.094
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean431.000
σ0.000
min431.000
max431.000
mean0.540-0.539=0.001
σ0.013-0.014=-0.001
min0.510-0.515=-0.004
max0.614-0.635=-0.022
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean431.000
σ0.000
min431.000
max431.000
mean0.520-0.511=0.009
σ0.035-0.013=0.022
min0.493-0.488=0.005
max0.837-0.564=0.273

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.999-11.944=0.055
σ12.172-12.465=-0.293
min0.574-0.574=0.000
max112.474-88.735=23.740
mean456.232-455.064=1.168
σ19.987-18.519=1.468
min408.000-406.000=2.000
max476.000-474.000=2.000
mean0.027-0.027=0.000
σ0.029-0.031=-0.001
min0.001-0.001=-0.000
max0.265-0.215=0.050

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean294.122-294.156=-0.034
σ1.086-1.042=0.044
min293.693-293.654=0.039
max297.207-297.107=0.101
mean438.600-442.900=-4.300
σ16.946-19.157=-2.211
min413.000-415.000=-2.000
max462.000-469.000=-7.000
mean0.601-0.583=0.018
σ0.009-0.023=-0.014
min0.589-0.533=0.056
max0.620-0.616=0.004

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
mean730.000-851.000=-121.000
σ0.000
min730.000-851.000=-121.000
max730.000-851.000=-121.000
mean149.152-150.857=-1.705
σ10.122-9.280=0.843
min136.306-138.283=-1.978
max161.450-160.633=0.817
phase=macro expansion
mean5.894-5.897=-0.004
σ0.000
min5.894-5.897=-0.004
max5.894-5.897=-0.004
mean730.000-842.125=-112.125
σ0.000-25.102=-25.102
min730.000-780.000=-50.000
max730.000-851.000=-121.000
mean8.259-7.719=0.540
σ1.060-1.363=-0.303
min6.825-6.023=0.802
max9.137-9.139=-0.002
phase=parser
mean1042.132-1042.133=-0.000
σ0.000-0.000=0.000
min1042.132-1042.132=-0.000
max1042.133-1042.133=-0.000
mean730.000-842.125=-112.125
σ0.000-25.102=-25.102
min730.000-780.000=-50.000
max730.000-851.000=-121.000
mean546.472-516.160=30.312
σ84.582-94.072=-9.490
min441.086-402.264=38.822
max620.020-610.273=9.747
phase=processProdDef
mean2241.195-2241.194=0.001
σ0.000
min2241.195-2241.194=0.001
max2241.195-2241.194=0.001
mean730.000-851.000=-121.000
σ0.000
min730.000-851.000=-121.000
max730.000-851.000=-121.000
mean2762.848-2846.032=-83.184
σ450.265-381.013=69.253
min1833.772-2009.288=-175.516
max3232.157-3157.416=74.740
phase=renaming
mean21.430
σ0.000
min21.430
max21.430
mean730.000-842.125=-112.125
σ0.000-25.102=-25.102
min730.000-780.000=-50.000
max730.000-851.000=-121.000
mean44.126-41.292=2.834
σ4.859-7.031=-2.172
min37.811-33.308=4.503
max49.145-50.786=-1.641
phase=type checker
mean958.466-958.462=0.004
σ0.047
min958.443-958.439=0.004
max958.568-958.564=0.004
mean730.000-842.125=-112.125
σ0.000-25.102=-25.102
min730.000-780.000=-50.000
max730.000-851.000=-121.000
mean656.826-664.394=-7.569
σ18.329-17.477=0.852
min635.767-636.123=-0.355
max686.540-685.849=0.690

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean328.218-328.220=-0.001
σ0.038-0.041=-0.003
min328.163-328.161=0.002
max328.256-328.262=-0.006
mean441.600-441.200=0.400
σ5.413-4.494=0.919
min436.000-435.000=1.000
max448.000-445.000=3.000
mean0.453-0.429=0.024
σ0.006-0.003=0.003
min0.444-0.426=0.018
max0.459-0.432=0.027
iters=5
new-facts=1
prior-facts=6402
mean1313.430-1313.429=0.001
σ0.134-0.126=0.009
min1313.318-1313.327=-0.009
max1313.657-1313.642=0.016
mean1089.600-1056.600=33.000
σ178.828-161.964=16.864
min880.000-849.000=31.000
max1317.000-1266.000=51.000
mean1.874-1.868=0.006
σ0.040-0.048=-0.007
min1.830-1.830=0.000
max1.926-1.945=-0.019
iters=5
new-facts=6402
prior-facts=1
mean1552.405-1552.389=0.016
σ3.116-3.064=0.052
min1550.825-1550.807=0.018
max1557.969-1557.859=0.110
mean626.600-617.400=9.200
σ82.996-64.825=18.171
min524.000-543.000=-19.000
max729.000-700.000=29.000
mean2.274-2.197=0.077
σ0.251-0.156=0.095
min2.094-2.083=0.011
max2.683-2.471=0.212
iters=5
new-facts=6402
prior-facts=6402
mean1875.429-1875.429=-0.000
σ0.068-0.070=-0.002
min1875.361-1875.350=0.011
max1875.529-1875.528=0.001
mean1723.600-1709.600=14.000
σ210.331-181.193=29.139
min1439.000-1545.000=-106.000
max1920.000-1970.000=-50.000
mean3.010-2.926=0.084
σ0.130-0.068=0.062
min2.863-2.878=-0.016
max3.149-3.039=0.111

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.497-1.494=0.003
σ0.120-0.130=-0.010
min1.366-1.330=0.036
max1.615-1.664=-0.049

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean420.295-420.296=-0.000
σ509.312-509.311=0.000
min165.637-165.637=-0.000
max1184.263-1184.263=0.000
mean103.750
σ7.500
min100.000
max115.000
mean433.000-431.000=2.000
σ0.000
min433.000-431.000=2.000
max433.000-431.000=2.000
mean0.522-0.533=-0.011
σ0.504-0.518=-0.013
min0.265-0.271=-0.006
max1.278-1.309=-0.031
policies=20
mean1656.579-1656.575=0.004
σ0.386-0.384=0.002
min1656.343-1656.349=-0.006
max1657.156-1657.151=0.005
mean1000.000
σ0.000
min1000.000
max1000.000
mean450.000-446.000=4.000
σ12.247-11.165=1.082
min435.000-432.000=3.000
max460.000-455.000=5.000
mean2.667-2.671=-0.004
σ0.007-0.019=-0.012
min2.659-2.658=0.001
max2.674-2.699=-0.025
policies=200
mean16573.752-16573.671=0.081
σ0.075-0.186=-0.112
min16573.645-16573.399=0.246
max16573.818-16573.815=0.003
mean10000.000
σ0.000
min10000.000
max10000.000
mean503.750-496.500=7.250
σ6.131-4.203=1.927
min496.000-491.000=5.000
max510.000-501.000=9.000
mean27.030-26.964=0.065
σ0.182-0.162=0.020
min26.846-26.795=0.050
max27.229-27.137=0.092