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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
mean5.301
σ0.000
min5.301
max5.301

AST compact size (parser)

Factorcompact size MiB
phase=parser
mean5.176
σ0.000
min5.176
max5.176

AST compact size (processProdDef Decls)

Factorcompact size MiB
phase=processProdDef Decls
mean5.676
σ0.000
min5.676
max5.676

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean446.883
σ0.000
min446.883
max446.883

AST compact size (renaming)

Factorcompact size MiB
phase=renaming
mean5.488
σ0.000
min5.488
max5.488

AST compact size (type checker)

Factorcompact size MiB
phase=type checker
mean6.645-6.676=-0.031
σ0.000
min6.645-6.676=-0.031
max6.645-6.676=-0.031

Aggregation: measureAggregations

Factorallocated MiBpeak allocated MiBtime_s
cache=n
dps=1
iters=10
policies=100
mean54.775-54.775=-0.000
σ0.366-0.366=0.000
min54.632-54.633=-0.000
max55.817-55.816=0.001
mean418.000-416.000=2.000
σ0.000
min418.000-416.000=2.000
max418.000-416.000=2.000
mean0.140-0.141=-0.001
σ0.004-0.004=0.000
min0.136-0.138=-0.001
max0.146-0.148=-0.002
cache=y
dps=1
iters=10
policies=100
mean43.773-43.773=-0.000
σ0.006-0.005=0.001
min43.764-43.764=0.000
max43.783-43.780=0.003
mean418.000-416.000=2.000
σ0.000
min418.000-416.000=2.000
max418.000-416.000=2.000
mean0.122-0.124=-0.002
σ0.003-0.004=-0.001
min0.115-0.121=-0.006
max0.128-0.130=-0.002

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.617-36.617=-0.000
σ0.000-0.000=-0.000
min36.617
max36.618-36.618=-0.000
mean4586.125-4592.750=-6.625
σ2252.244-2248.965=3.279
min1487.000-1486.000=1.000
max7399.000-7382.000=17.000
mean13.769-141.847=-128.078
σ3.394-366.461=-363.066
min11.684-11.858=-0.174
max20.712-1048.791=-1028.078
op=column_set() on indexed, repeat
mean36.617-36.617=-0.000
σ0.000-0.000=-0.000
min36.617
max36.618
mean4586.125-4592.750=-6.625
σ2252.244-2248.965=3.279
min1487.000-1486.000=1.000
max7399.000-7382.000=17.000
mean13.699-13.571=0.128
σ3.444-4.714=-1.270
min11.232-11.085=0.146
max20.242-25.111=-4.869
op=table_records(), no indexes
mean41.948-41.948=-0.000
σ0.002-0.002=0.000
min41.946
max41.951-41.950=0.001
mean7399.000-7382.000=17.000
σ0.000
min7399.000-7382.000=17.000
max7399.000-7382.000=17.000
mean11.160-11.170=-0.009
σ0.275-0.243=0.032
min10.856-10.851=0.005
max11.720-11.575=0.145
op=table_records(), repeat
mean41.933-41.933=-0.000
σ0.000-0.000=-0.000
min41.933
max41.934-41.934=-0.000
mean4173.500-4184.375=-10.875
σ1944.668-1946.392=-1.723
min1487.000-1486.000=1.000
max7399.000-7382.000=17.000
mean11.761-11.684=0.078
σ1.654-1.678=-0.025
min10.857-10.713=0.144
max15.823-15.815=0.008
op=vertical_lookup_list() on indexed, after table_records()
mean27.655-27.655=0.000
σ0.136-0.136=-0.000
min27.606
max27.993
mean4173.500-4184.375=-10.875
σ1944.668-1946.392=-1.723
min1487.000-1486.000=1.000
max7399.000-7382.000=17.000
mean8.924-9.035=-0.111
σ1.418-1.333=0.085
min8.076-8.099=-0.022
max12.400-12.251=0.149
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.406-26.406=-0.000
σ0.000-0.000=0.000
min26.406
max26.406
mean4173.500-4184.375=-10.875
σ1944.668-1946.392=-1.723
min1487.000-1486.000=1.000
max7399.000-7382.000=17.000
mean6.714-6.671=0.042
σ1.030-1.262=-0.232
min6.008-5.777=0.231
max9.200-9.621=-0.421
op=vertical_lookup_row_list() on 2 indexed
mean25.681-25.681=0.000
σ0.003-0.003=-0.000
min25.680
max25.688
mean4586.125-4592.750=-6.625
σ2252.244-2248.965=3.279
min1487.000-1486.000=1.000
max7399.000-7382.000=17.000
mean6.309-6.243=0.066
σ0.615-0.996=-0.380
min5.740-5.826=-0.086
max7.377-8.699=-1.322
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.984-25.984=0.000
σ0.000-0.000=0.000
min25.984-25.984=0.000
max25.985-25.985=0.000
mean4586.125-4592.750=-6.625
σ2252.244-2248.965=3.279
min1487.000-1486.000=1.000
max7399.000-7382.000=17.000
mean6.143-6.190=-0.047
σ0.680-1.026=-0.345
min5.658-5.594=0.065
max7.297-8.704=-1.407

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.627-1021.627=-0.000
σ0.002-0.002=0.000
min1021.625
max1021.629
mean7399.000-7382.000=17.000
σ0.000
min7399.000-7382.000=17.000
max7399.000-7382.000=17.000
mean361.235-362.486=-1.251
σ43.550-41.765=1.785
min343.067-344.999=-1.931
max468.924-465.771=3.153
op=load_product(), with indexes
mean3495.878-3495.878=-0.000
σ0.468-0.469=-0.000
min3495.713
max3497.037-3497.038=-0.001
mean3751.250-3760.000=-8.750
σ2298.035-2301.410=-3.375
min720.000
max7399.000-7382.000=17.000
mean1760.857-1776.557=-15.700
σ624.504-695.379=-70.875
min1386.182-1399.742=-13.560
max2777.379-3000.132=-222.753

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense, minor warmup
mean107.854-107.854=0.000
σ0.000-0.000=0.000
min107.853-107.854=-0.000
max107.855
mean4407.250-4412.000=-4.750
σ2223.302-2217.923=5.379
min1487.000-1486.000=1.000
max7399.000-7382.000=17.000
mean240.916-245.400=-4.484
σ306.027-317.196=-11.169
min123.785-124.008=-0.222
max997.208-1029.346=-32.138
op=column_set() on unindexed, dense, repeat
mean62.082-62.081=0.000
σ0.000-0.000=0.000
min62.081
max62.082-62.082=0.001
mean4586.125-4412.000=174.125
σ2252.244-2217.923=34.321
min1487.000-1486.000=1.000
max7399.000-7382.000=17.000
mean187.160-45.585=141.575
σ399.686-6.381=393.305
min40.355-41.117=-0.762
max1176.141-60.866=1115.275
op=vertical_lookup_list() repeated on unindexed missing Int
mean40.948-40.947=0.000
σ0.002-0.001=0.000
min40.947
max40.950-40.950=0.000
mean7399.000-7382.000=17.000
σ0.000
min7399.000-7382.000=17.000
max7399.000-7382.000=17.000
mean23.215-22.499=0.716
σ1.906-1.150=0.756
min21.734-21.704=0.030
max27.115-25.130=1.986
op=vertical_lookup_row_list() on unindexed small unique Int
mean71.308-71.308=-0.000
σ0.002-0.002=-0.000
min71.307-71.307=-0.000
max71.311-71.311=0.000
mean7399.000-7382.000=17.000
σ0.000
min7399.000-7382.000=17.000
max7399.000-7382.000=17.000
mean331.115-298.441=32.674
σ776.264-684.341=91.923
min54.617-55.493=-0.876
max2252.258-1992.094=260.164

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean4646.850-4646.850=0.000
σ0.014-0.013=0.000
min4646.845
max4646.884-4646.883=0.001
mean4173.500-4184.375=-10.875
σ1944.668-1946.392=-1.723
min1487.000-1486.000=1.000
max7399.000-7382.000=17.000
mean3238.568-3276.127=-37.559
σ760.202-778.527=-18.325
min2482.712-2511.570=-28.858
max4335.158-4539.401=-204.243
op=vertical_lookup_list() on indexed
mean1973.851-1973.851=0.000
σ0.002-0.002=-0.000
min1973.849
max1973.854
mean7399.000-7382.000=17.000
σ0.000
min7399.000-7382.000=17.000
max7399.000-7382.000=17.000
mean1050.026-1173.288=-123.262
σ194.675-501.344=-306.669
min916.955-938.623=-21.668
max1397.744-2394.836=-997.092
op=vertical_lookup_list() on unindexed missing Int, minor warmup
mean905.105-905.104=0.000
σ0.002-0.002=0.000
min905.102
max905.108
mean7399.000-7382.000=17.000
σ0.000
min7399.000-7382.000=17.000
max7399.000-7382.000=17.000
mean406.309-392.346=13.963
σ37.227-3.365=33.862
min390.388-386.920=3.469
max498.257-396.768=101.489

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean148.144
σ0.001
min148.144
max148.148
mean474.875-476.875=-2.000
σ1.246
min474.000-475.000=-1.000
max477.000-478.000=-1.000
mean373.942-376.077=-2.135
σ38.298-62.653=-24.354
min315.399-296.742=18.656
max427.554-446.077=-18.523
op=pointedIndexFromKvs
rows=400000
mean308.493
σ0.001
min308.493
max308.497
mean559.000-564.000=-5.000
σ0.000
min559.000-564.000=-5.000
max559.000-564.000=-5.000
mean747.583-779.351=-31.768
σ84.247-63.951=20.296
min603.086-645.597=-42.511
max829.151-842.352=-13.201

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean963.973-963.972=0.001
σ1.821-1.821=-0.000
min963.263-963.264=-0.000
max971.675-971.675=0.000
mean1041.850-1030.000=11.850
σ305.491-301.069=4.422
min568.000-550.000=18.000
max1490.000-1457.000=33.000
mean1.271-1.290=-0.019
σ0.079-0.121=-0.041
min1.185-1.192=-0.007
max1.479-1.677=-0.198

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
mean0.292-0.300=-0.008
σ0.267-0.305=-0.038
min0.151-0.136=0.015
max0.765-0.840=-0.074
name=error_case.art
mean2.340
σ0.012
min2.334
max2.362
mean402.000
σ0.000
min402.000
max402.000
mean0.479-0.475=0.003
σ0.315-0.318=-0.004
min0.326-0.320=0.006
max1.042-1.045=-0.003
name=heavy_item.art
mean1.523
σ0.002
min1.521
max1.525
mean402.000
σ0.000
min402.000
max402.000
mean0.220-0.219=0.001
σ0.026-0.024=0.002
min0.194-0.201=-0.007
max0.262-0.259=0.003
name=nested_use.art
mean2.358
σ0.002
min2.357
max2.361
mean402.000
σ0.000
min402.000
max402.000
mean0.336-0.331=0.005
σ0.029-0.012=0.016
min0.313-0.323=-0.009
max0.386-0.352=0.033

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.971
σ0.011
min964.965
max964.989
mean442.200-431.000=11.200
σ4.025-0.000=4.025
min435.000-431.000=4.000
max444.000-431.000=13.000
mean0.541-0.561=-0.020
σ0.068-0.051=0.017
min0.439-0.483=-0.044
max0.606-0.615=-0.009
name=cdr_enhanced_4k_loc.art
mean885.898
σ0.002
min885.897
max885.901
mean444.000-431.000=13.000
σ0.000
min444.000-431.000=13.000
max444.000-431.000=13.000
mean0.444-0.470=-0.026
σ0.038-0.051=-0.013
min0.411-0.394=0.017
max0.501-0.521=-0.020

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.710
σ0.002
min7.709
max7.713
mean444.000-431.000=13.000
σ0.000
min444.000-431.000=13.000
max444.000-431.000=13.000
mean2.618-2.635=-0.017
σ0.105-0.087=0.018
min2.479-2.455=0.023
max3.259-2.862=0.397
name=record_render_large_syntax_err.art
mean7.658
σ0.002
min7.657
max7.661
mean444.000-431.000=13.000
σ0.000
min444.000-431.000=13.000
max444.000-431.000=13.000
mean2.588-2.603=-0.015
σ0.126-0.090=0.036
min2.438-2.429=0.008
max3.377-2.911=0.465
name=record_render_success.art
mean2.290
σ0.002
min2.289
max2.293
mean444.000-431.000=13.000
σ0.000
min444.000-431.000=13.000
max444.000-431.000=13.000
mean0.305-0.311=-0.007
σ0.009-0.010=-0.001
min0.284-0.294=-0.010
max0.352-0.367=-0.015
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean444.000-431.000=13.000
σ0.000
min444.000-431.000=13.000
max444.000-431.000=13.000
mean0.303-0.298=0.006
σ0.092-0.010=0.082
min0.272-0.280=-0.008
max1.062-0.365=0.697

Revision Creation

Factorallocated MiBpeak allocated MiBtime_s
number of threads=8
revision count=1000
mean11.429-11.859=-0.430
σ11.342-11.788=-0.447
min0.574-0.718=-0.144
max88.772-88.744=0.028
mean461.933-465.442=-3.509
σ17.528-18.870=-1.341
min409.000-407.000=2.000
max478.000-481.000=-3.000
mean0.026-0.027=-0.001
σ0.028-0.029=-0.001
min0.001-0.001=0.000
max0.213-0.203=0.011

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean278.721-278.614=0.107
σ1.031-1.051=-0.020
min278.322-278.212=0.111
max281.652-281.603=0.049
mean444.800-445.500=-0.700
σ17.769-21.230=-3.461
min417.000-416.000=1.000
max465.000-475.000=-10.000
mean0.577-0.582=-0.004
σ0.027-0.021=0.007
min0.509-0.539=-0.030
max0.609-0.612=-0.003

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean173.738-173.738=0.000
σ0.000-0.000=0.000
min173.738
max173.738
mean860.000-864.000=-4.000
σ0.000
min860.000-864.000=-4.000
max860.000-864.000=-4.000
mean233.494-233.430=0.064
σ25.297-26.918=-1.621
min198.457-197.904=0.553
max258.086-259.144=-1.058
phase=macro expansion
mean6.130
σ0.001
min6.130
max6.133
mean860.000-864.000=-4.000
σ0.000
min860.000-864.000=-4.000
max860.000-864.000=-4.000
mean9.146-9.078=0.068
σ0.906-1.165=-0.259
min7.572-6.336=1.236
max9.965-9.710=0.255
phase=parser
mean1042.435-1042.435=0.000
σ0.001-0.001=-0.000
min1042.432
max1042.436
mean860.000-864.000=-4.000
σ0.000
min860.000-864.000=-4.000
max860.000-864.000=-4.000
mean587.552-551.548=36.004
σ34.922-95.535=-60.613
min504.536-377.900=126.636
max616.954-614.147=2.807
phase=processProdDef
mean2243.976
σ0.001
min2243.976
max2243.979
mean860.000-864.000=-4.000
σ0.000
min860.000-864.000=-4.000
max860.000-864.000=-4.000
mean2595.025-2595.686=-0.661
σ503.165-521.480=-18.315
min1909.723-1734.264=175.459
max3153.286-3247.753=-94.467
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean860.000-864.000=-4.000
σ0.000
min860.000-864.000=-4.000
max860.000-864.000=-4.000
mean36.390-35.966=0.424
σ6.184-7.817=-1.633
min26.092-20.785=5.306
max40.772-41.172=-0.400
phase=type checker
mean989.755
σ0.066
min989.654
max989.845
mean860.000-864.000=-4.000
σ0.000
min860.000-864.000=-4.000
max860.000-864.000=-4.000
mean682.303-732.371=-50.068
σ8.843-86.308=-77.465
min665.167-670.303=-5.135
max692.340-873.506=-181.166

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean282.393-282.394=-0.001
σ0.024-0.025=-0.001
min282.372-282.372=-0.000
max282.424-282.425=-0.000
mean444.000-442.000=2.000
σ0.000
min444.000-442.000=2.000
max444.000-442.000=2.000
mean0.381-0.377=0.004
σ0.007-0.002=0.004
min0.376-0.375=0.001
max0.390-0.380=0.010
iters=5
new-facts=1
prior-facts=6402
mean1267.120-1267.112=0.008
σ0.100-0.103=-0.003
min1266.992-1267.001=-0.009
max1267.269-1267.278=-0.009
mean1112.400-1112.200=0.200
σ170.154-170.973=-0.819
min897.000-896.000=1.000
max1329.000-1331.000=-2.000
mean2.060-1.989=0.072
σ0.125-0.121=0.005
min1.897-1.822=0.075
max2.223-2.106=0.117
iters=5
new-facts=6402
prior-facts=1
mean1506.099-1506.111=-0.012
σ2.924-2.956=-0.032
min1504.608-1504.606=0.002
max1511.319-1511.388=-0.069
mean628.200
σ90.062-90.489=-0.426
min504.000
max727.000-728.000=-1.000
mean2.233-2.303=-0.071
σ0.163-0.286=-0.124
min2.067-2.072=-0.005
max2.404-2.776=-0.372
iters=5
new-facts=6402
prior-facts=6402
mean1829.113-1829.110=0.002
σ0.059-0.070=-0.011
min1829.043-1829.022=0.020
max1829.188-1829.206=-0.017
mean1762.600-1765.600=-3.000
σ213.296-209.681=3.615
min1490.000
max1969.000-1965.000=4.000
mean3.179-3.051=0.128
σ0.366-0.180=0.186
min2.856-2.829=0.028
max3.750-3.290=0.461

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.730-1.790=-0.060
σ0.130-0.118=0.012
min1.598-1.581=0.018
max1.877-1.855=0.022

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean397.697-397.698=-0.001
σ518.051-518.051=0.000
min138.669-138.670=-0.001
max1174.773-1174.774=-0.001
mean97.750
σ7.500
min94.000
max109.000
mean444.000-439.000=5.000
σ0.000
min444.000-439.000=5.000
max444.000-439.000=5.000
mean0.500-0.495=0.006
σ0.528-0.507=0.022
min0.234-0.240=-0.006
max1.293-1.255=0.038
policies=20
mean1386.827-1386.836=-0.009
σ0.165-0.159=0.006
min1386.715-1386.727=-0.012
max1387.071-1387.072=-0.000
mean940.000
σ0.000
min940.000
max940.000
mean446.000-444.000=2.000
σ2.309-5.774=-3.464
min444.000-439.000=5.000
max448.000-449.000=-1.000
mean2.338-2.328=0.010
σ0.020-0.015=0.004
min2.316-2.309=0.007
max2.359-2.345=0.013
policies=200
mean13876.858-13876.909=-0.050
σ0.176-0.101=0.074
min13876.667-13876.828=-0.161
max13877.072-13877.055=0.017
mean9400.000
σ0.000
min9400.000
max9400.000
mean491.000-494.250=-3.250
σ2.944-4.856=-1.912
min488.000
max495.000-499.000=-4.000
mean23.625-23.625=0.000
σ0.232-0.187=0.045
min23.437-23.421=0.016
max23.956-23.875=0.081