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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
mean57.888-57.890=-0.002
σ0.360-0.360=-0.000
min57.745-57.746=-0.001
max58.912-58.914=-0.002
mean426.000-420.000=6.000
σ0.000
min426.000-420.000=6.000
max426.000-420.000=6.000
mean0.144-0.149=-0.005
σ0.005-0.006=-0.001
min0.136-0.143=-0.006
max0.151-0.162=-0.012
cache=y
dps=1
iters=10
policies=100
mean46.899-46.898=0.001
σ0.007-0.005=0.002
min46.884-46.891=-0.006
max46.910-46.906=0.004
mean426.000-420.000=6.000
σ0.000
min426.000-420.000=6.000
max426.000-420.000=6.000
mean0.132-0.130=0.002
σ0.009-0.003=0.005
min0.124-0.127=-0.003
max0.152-0.137=0.016

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.606-36.605=0.000
σ0.000-0.000=-0.000
min36.605
max36.606
mean4022.875-4236.625=-213.750
σ1986.426-2161.464=-175.038
min1341.000-1222.000=119.000
max7392.000-7013.000=379.000
mean12.076-12.137=-0.061
σ0.189-0.159=0.029
min11.804-11.964=-0.160
max12.347-12.429=-0.081
op=column_set() on indexed, repeat
mean36.606-36.606=0.000
σ0.000-0.000=0.000
min36.606
max36.606
mean4022.875-4236.625=-213.750
σ1986.426-2161.464=-175.038
min1341.000-1222.000=119.000
max7392.000-7013.000=379.000
mean12.276-12.536=-0.261
σ0.626-0.597=0.029
min11.243-11.131=0.112
max12.875-12.985=-0.110
op=table_records(), no indexes
mean41.941-41.941=0.000
σ0.002-0.002=0.000
min41.939-41.939=-0.000
max41.944-41.943=0.001
mean7493.000-7026.750=466.250
σ107.974-11.386=96.587
min7392.000-7013.000=379.000
max7594.000-7035.000=559.000
mean11.116-11.153=-0.037
σ0.172-0.178=-0.006
min10.872-10.949=-0.077
max11.362-11.511=-0.149
op=table_records(), repeat
mean41.926-41.926=0.000
σ0.000-0.000=0.000
min41.925
max41.926
mean4022.875-4236.625=-213.750
σ1986.426-2161.464=-175.038
min1341.000-1222.000=119.000
max7392.000-7013.000=379.000
mean11.298-11.577=-0.279
σ0.269-0.906=-0.637
min11.058-11.012=0.045
max11.903-13.776=-1.872
op=vertical_lookup_list() on indexed, after table_records()
mean27.634-27.634=-0.000
σ0.137-0.137=-0.000
min27.586
max27.973-27.973=-0.000
mean4022.875-4236.625=-213.750
σ1986.426-2161.464=-175.038
min1341.000-1222.000=119.000
max7392.000-7013.000=379.000
mean8.617-8.643=-0.026
σ0.296-0.648=-0.351
min8.101-7.761=0.340
max8.938-9.898=-0.959
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.386-26.386=-0.000
σ0.000-0.000=0.000
min26.386-26.386=-0.000
max26.386
mean4022.875-4236.625=-213.750
σ1986.426-2161.464=-175.038
min1341.000-1222.000=119.000
max7392.000-7013.000=379.000
mean6.282-6.390=-0.108
σ0.170-0.657=-0.487
min6.076-5.675=0.401
max6.557-7.818=-1.262
op=vertical_lookup_row_list() on 2 indexed
mean25.664-25.664=-0.000
σ0.004-0.004=-0.000
min25.662-25.663=-0.000
max25.675-25.675=-0.000
mean4022.875-4236.625=-213.750
σ1986.426-2161.464=-175.038
min1341.000-1222.000=119.000
max7392.000-7013.000=379.000
mean5.866-5.887=-0.021
σ0.149-0.213=-0.065
min5.590-5.516=0.074
max6.011-6.119=-0.108
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.964-25.963=0.001
σ0.001-0.001=0.001
min25.963-25.963=0.000
max25.967-25.964=0.002
mean4022.875-4236.625=-213.750
σ1986.426-2161.464=-175.038
min1341.000-1222.000=119.000
max7392.000-7013.000=379.000
mean5.714-5.638=0.075
σ0.093-0.400=-0.307
min5.520-5.148=0.373
max5.807-6.080=-0.273

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.600
σ0.002
min1021.598
max1021.602
mean7467.750-7024.000=443.750
σ104.545-11.759=92.785
min7392.000-7013.000=379.000
max7594.000-7035.000=559.000
mean344.197-344.332=-0.135
σ1.817-3.433=-1.617
min342.118-337.951=4.167
max347.665-348.982=-1.317
op=load_product(), with indexes
mean3495.849-3495.849=0.000
σ0.463-0.463=-0.000
min3495.685-3495.686=-0.000
max3496.994
mean3366.875-3484.125=-117.250
σ1932.583-2117.855=-185.272
min637.000-640.000=-3.000
max5391.000-7013.000=-1622.000
mean1770.342-1691.932=78.409
σ704.304-598.516=105.788
min1384.183-1372.090=12.093
max2994.750-2917.658=77.091

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
min107.842-107.842=0.000
max107.842
mean4022.875-4236.625=-213.750
σ1986.426-2161.464=-175.038
min1341.000-1222.000=119.000
max7392.000-7013.000=379.000
mean128.122-129.158=-1.036
σ6.315-5.730=0.585
min124.498-121.946=2.552
max143.304-141.394=1.910
op=column_set() on unindexed, dense, repeat
mean62.069
σ0.001
min62.066
max62.070
mean4022.875-4236.625=-213.750
σ1986.426-2161.464=-175.038
min1341.000-1222.000=119.000
max7392.000-7013.000=379.000
mean42.778-43.014=-0.236
σ1.826-1.017=0.809
min40.815-41.588=-0.772
max46.758-44.661=2.098
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.928
σ0.002
min40.926
max40.930
mean7493.000-7026.750=466.250
σ107.974-11.386=96.587
min7392.000-7013.000=379.000
max7594.000-7035.000=559.000
mean22.459-22.454=0.005
σ1.189-1.206=-0.017
min21.319-21.445=-0.125
max25.167-24.853=0.314
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.295-71.295=0.000
σ0.002-0.002=0.000
min71.294-71.294=0.000
max71.298-71.298=0.000
mean7493.000-7026.750=466.250
σ107.974-11.386=96.587
min7392.000-7013.000=379.000
max7594.000-7035.000=559.000
mean55.694-55.377=0.317
σ0.507-1.104=-0.597
min54.819-54.637=0.182
max56.446-58.028=-1.582

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.843-4646.843=-0.000
σ0.014-0.013=0.001
min4646.838
max4646.878-4646.876=0.002
mean4022.875-4236.625=-213.750
σ1986.426-2161.464=-175.038
min1341.000-1222.000=119.000
max7392.000-7013.000=379.000
mean3651.692-3468.245=183.447
σ920.416-788.426=131.990
min2481.015-2464.293=16.722
max5077.105-4445.685=631.419
op=vertical_lookup_list() on indexed
mean1973.831
σ0.002-0.002=-0.000
min1973.829
max1973.833
mean7493.000-7026.750=466.250
σ107.974-11.386=96.587
min7392.000-7013.000=379.000
max7594.000-7035.000=559.000
mean1091.194-1040.230=50.964
σ319.689-302.492=17.197
min918.137-908.483=9.654
max1696.047-1778.308=-82.260
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.084
σ0.002
min905.082
max905.088
mean7493.000-7026.750=466.250
σ107.974-11.386=96.587
min7392.000-7013.000=379.000
max7594.000-7035.000=559.000
mean401.632-395.746=5.886
σ39.978-39.293=0.684
min385.017-377.464=7.552
max500.494-492.857=7.637

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean477.875-476.875=1.000
σ0.354-0.835=-0.481
min477.000-476.000=1.000
max478.000
mean387.697-395.687=-7.990
σ44.300-20.441=23.859
min310.032-371.392=-61.360
max436.642-428.948=7.695
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean559.250-561.250=-2.000
σ0.707-1.389=-0.682
min559.000
max561.000-562.000=-1.000
mean743.797-753.297=-9.500
σ58.782-62.872=-4.090
min631.566-639.709=-8.144
max810.278-831.491=-21.214

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean976.918-976.919=-0.001
σ2.437-2.438=-0.001
min976.073-976.070=0.003
max987.245-987.250=-0.004
mean1058.450-1029.200=29.250
σ314.214-296.605=17.608
min592.000-559.000=33.000
max1560.000-1445.000=115.000
mean1.289-1.294=-0.006
σ0.161-0.088=0.073
min1.206-1.212=-0.006
max1.955-1.568=0.387

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
mean0.293-0.402=-0.109
σ0.287-0.512=-0.225
min0.140-0.139=0.001
max0.802-1.315=-0.513
name=error_case.art
mean2.347-2.347=0.001
σ0.012-0.012=0.000
min2.341-2.340=0.001
max2.369-2.369=0.001
mean402.000
σ0.000
min402.000
max402.000
mean0.476-0.474=0.002
σ0.323-0.318=0.005
min0.320-0.325=-0.005
max1.053-1.043=0.010
name=heavy_item.art
mean1.523
σ0.002
min1.522
max1.526
mean402.000
σ0.000
min402.000
max402.000
mean0.216-0.218=-0.003
σ0.026-0.022=0.004
min0.196-0.200=-0.004
max0.256-0.256=-0.000
name=nested_use.art
mean2.365-2.365=0.001
σ0.002
min2.364-2.364=0.001
max2.368-2.368=0.001
mean402.000
σ0.000
min402.000
max402.000
mean0.325-0.331=-0.006
σ0.014-0.018=-0.004
min0.314-0.316=-0.002
max0.349-0.361=-0.012

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean965.191-965.086=0.105
σ0.009
min965.186-965.080=0.105
max965.207-965.102=0.105
mean431.800-431.000=0.800
σ1.789-0.000=1.789
min431.000
max435.000-431.000=4.000
mean0.554-0.518=0.036
σ0.061-0.049=0.012
min0.475-0.478=-0.004
max0.606-0.602=0.004
name=cdr_enhanced_4k_loc.art
mean886.932-886.468=0.464
σ0.002
min886.930-886.466=0.464
max886.934-886.470=0.464
mean443.000-431.000=12.000
σ0.000
min443.000-431.000=12.000
max443.000-431.000=12.000
mean0.473-0.464=0.009
σ0.052-0.051=0.001
min0.391-0.394=-0.003
max0.516-0.519=-0.003

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.720-7.719=0.001
σ0.002
min7.719-7.718=0.001
max7.723-7.722=0.001
mean443.000-431.000=12.000
σ0.000
min443.000-431.000=12.000
max443.000-431.000=12.000
mean2.628-1.941=0.687
σ0.096-0.092=0.005
min2.432-1.775=0.657
max2.978-2.301=0.677
name=record_render_large_syntax_err.art
mean7.668-7.668=0.001
σ0.002
min7.668-7.667=0.001
max7.671-7.671=0.001
mean443.000-431.000=12.000
σ0.000
min443.000-431.000=12.000
max443.000-431.000=12.000
mean2.582-2.547=0.035
σ0.095-0.170=-0.075
min2.434-1.820=0.614
max2.919-2.797=0.122
name=record_render_success.art
mean2.290
σ0.002
min2.290
max2.294
mean443.000-431.000=12.000
σ0.000
min443.000-431.000=12.000
max443.000-431.000=12.000
mean0.305-0.298=0.007
σ0.011-0.009=0.002
min0.291-0.283=0.008
max0.377-0.353=0.024
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean443.000-431.000=12.000
σ0.000
min443.000-431.000=12.000
max443.000-431.000=12.000
mean0.293-0.282=0.012
σ0.009-0.009=-0.000
min0.279-0.267=0.013
max0.334-0.335=-0.001

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.655-11.577=0.078
σ11.043-11.381=-0.337
min0.574-0.574=0.000
max87.138-80.795=6.344
mean460.257-462.546=-2.289
σ20.439-20.676=-0.238
min409.000
max479.000-481.000=-2.000
mean0.027-0.026=0.000
σ0.027-0.028=-0.001
min0.001-0.001=0.000
max0.202-0.196=0.006

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean293.680-293.955=-0.274
σ1.048-1.051=-0.003
min293.252-293.562=-0.310
max296.658-296.944=-0.286
mean444.000-442.300=1.700
σ16.241-18.494=-2.252
min416.000-414.000=2.000
max465.000-464.000=1.000
mean0.591-0.600=-0.009
σ0.030-0.012=0.018
min0.518-0.586=-0.068
max0.624-0.626=-0.002

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
mean848.000-846.000=2.000
σ0.000
min848.000-846.000=2.000
max848.000-846.000=2.000
mean144.945-149.395=-4.449
σ9.473-11.873=-2.400
min132.930-131.130=1.801
max159.506-161.639=-2.133
phase=macro expansion
mean5.893
σ0.000
min5.893
max5.893
mean848.000-846.000=2.000
σ0.000
min848.000-846.000=2.000
max848.000-846.000=2.000
mean6.653-5.855=0.798
σ1.476-0.062=1.414
min5.761-5.768=-0.007
max9.125-5.946=3.179
phase=parser
mean1042.358-1042.247=0.111
σ0.000-0.000=-0.000
min1042.358-1042.246=0.111
max1042.358-1042.247=0.111
mean848.000-846.000=2.000
σ0.000
min848.000-846.000=2.000
max848.000-846.000=2.000
mean433.004-403.049=29.956
σ101.776-80.226=21.550
min369.744-370.477=-0.733
max613.161-600.873=12.289
phase=processProdDef
mean2241.195
σ0.000
min2241.195
max2241.195
mean848.000-846.000=2.000
σ0.000
min848.000-846.000=2.000
max848.000-846.000=2.000
mean2932.198-2685.290=246.909
σ387.785-340.304=47.482
min2158.037-2330.593=-172.556
max3255.634-3210.466=45.167
phase=renaming
mean21.433
σ0.000
min21.433
max21.433
mean848.000-846.000=2.000
σ0.000
min848.000-846.000=2.000
max848.000-846.000=2.000
mean35.098-35.070=0.028
σ2.958-1.857=1.101
min32.096-32.837=-0.741
max39.959-37.813=2.146
phase=type checker
mean958.462
σ0.047
min958.439
max958.564
mean848.000-846.000=2.000
σ0.000
min848.000-846.000=2.000
max848.000-846.000=2.000
mean657.783-668.421=-10.637
σ12.517-22.521=-10.004
min639.347-636.040=3.307
max679.400-689.739=-10.339

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean328.017-328.018=-0.001
σ0.036-0.038=-0.002
min327.967-327.967=-0.000
max328.054-328.057=-0.003
mean440.200-439.600=0.600
σ5.495-6.107=-0.612
min432.000-430.000=2.000
max446.000
mean0.435-0.429=0.005
σ0.012-0.006=0.005
min0.425-0.425=-0.000
max0.452-0.441=0.011
iters=5
new-facts=1
prior-facts=6402
mean1313.226-1313.230=-0.004
σ0.140-0.137=0.003
min1313.130-1313.122=0.008
max1313.471-1313.466=0.005
mean1073.600-1079.800=-6.200
σ165.561-203.287=-37.727
min877.000-821.000=56.000
max1282.000-1331.000=-49.000
mean1.879-1.903=-0.024
σ0.038-0.069=-0.031
min1.835-1.815=0.021
max1.924-2.000=-0.076
iters=5
new-facts=6402
prior-facts=1
mean1552.211-1552.225=-0.014
σ3.055-3.039=0.016
min1550.654-1550.678=-0.024
max1557.667-1557.652=0.015
mean624.400-612.400=12.000
σ84.290-74.959=9.331
min523.000-501.000=22.000
max733.000-689.000=44.000
mean2.245-2.298=-0.053
σ0.196-0.168=0.028
min2.104-2.128=-0.024
max2.579-2.506=0.073
iters=5
new-facts=6402
prior-facts=6402
mean1875.223-1875.221=0.002
σ0.045-0.044=0.001
min1875.166-1875.168=-0.001
max1875.273-1875.274=-0.001
mean1705.000-1741.200=-36.200
σ259.399-155.089=104.310
min1400.000-1504.000=-104.000
max2071.000-1931.000=140.000
mean2.924-2.925=-0.001
σ0.124-0.067=0.057
min2.846-2.843=0.003
max3.145-3.021=0.123

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.611-1.524=0.087
σ0.096-0.192=-0.096
min1.467-1.254=0.212
max1.730-1.722=0.008

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean419.426-419.418=0.008
σ508.935-508.920=0.016
min164.956-164.955=0.000
max1182.829-1182.798=0.032
mean101.250
σ6.500
min98.000
max111.000
mean432.000-430.000=2.000
σ0.000
min432.000-430.000=2.000
max432.000-430.000=2.000
mean0.536-0.511=0.026
σ0.523-0.471=0.052
min0.271-0.272=-0.001
max1.321-1.218=0.103
policies=20
mean1649.812-1649.815=-0.003
σ0.364-0.374=-0.011
min1649.603-1649.600=0.003
max1650.356-1650.375=-0.019
mean980.000
σ0.000
min980.000
max980.000
mean449.750-450.000=-0.250
σ10.243-16.633=-6.390
min438.000-432.000=6.000
max463.000-471.000=-8.000
mean2.634-2.662=-0.027
σ0.014-0.011=0.003
min2.614-2.652=-0.038
max2.645-2.674=-0.028
policies=200
mean16506.106-16506.007=0.099
σ0.081-0.113=-0.033
min16506.014-16505.860=0.154
max16506.210-16506.113=0.097
mean9800.000
σ0.000
min9800.000
max9800.000
mean501.500-500.500=1.000
σ5.447-5.066=0.380
min495.000-494.000=1.000
max508.000-505.000=3.000
mean26.646-26.794=-0.149
σ0.110-0.081=0.029
min26.535-26.701=-0.166
max26.762-26.888=-0.126