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grey: no significant change wrt stddev
red: change exceeding max stddev
purple: some change, not seemingly significant

Aggregation: measureAggregations

Factorallocated MiBpeak allocated MiBtime_s
cache=n
dps=1
iters=10
policies=100
mean54.057-54.056=0.001
σ0.372-0.368=0.003
min53.917-53.911=0.006
max55.115-55.104=0.011
mean415.000-414.000=1.000
σ0.000
min415.000-414.000=1.000
max415.000-414.000=1.000
mean0.138-0.139=-0.001
σ0.005-0.003=0.002
min0.131-0.134=-0.004
max0.147-0.144=0.003
cache=y
dps=1
iters=10
policies=100
mean43.394-43.395=-0.001
σ0.007-0.008=-0.001
min43.384-43.383=0.001
max43.408-43.409=-0.001
mean415.000-414.000=1.000
σ0.000
min415.000-414.000=1.000
max415.000-414.000=1.000
mean0.120-0.123=-0.003
σ0.005-0.007=-0.002
min0.114-0.114=-0.000
max0.128-0.133=-0.006

CSV benchmark: ci/scenario_aon

Factorallocated MiBpeak allocated MiBtime_s
iterations=5
operation_display=column_set() on area_code (indexed)
rows=15894
scenario_id=ci/scenario_aon
step_id=column_set.area_code
mean228.272-228.266=0.005
σ0.019-0.015=0.004
min228.251-228.254=-0.003
max228.298-228.291=0.007
mean25.959-26.200=-0.241
σ16.124-15.707=0.417
min1.795-2.000=-0.205
max46.000-45.000=1.000
mean0.280-0.255=0.024
σ0.084-0.084=-0.000
min0.165-0.154=0.011
max0.355-0.379=-0.025
iterations=5
operation_display=column_set() on dpx_subarea_name (no index)
rows=15894
scenario_id=ci/scenario_aon
step_id=column_set.dpx_subarea_name
mean6.501-6.501=0.000
σ2.179-2.179=-0.001
min4.907-4.907=-0.000
max8.890-8.891=-0.002
mean1.239-1.239=0.000
σ0.203-0.203=0.000
min1.116-1.116=0.000
max1.594-1.594=0.000
mean0.013-0.012=0.000
σ0.003-0.003=0.000
min0.009-0.009=-0.000
max0.017-0.017=-0.000
iterations=5
operation_display=load_product()
rows=15894
scenario_id=ci/scenario_aon
step_id=load_product
mean179.850-179.845=0.005
σ2.369-2.368=0.001
min177.736-177.742=-0.006
max182.434-182.428=0.006
mean20.273-20.073=0.200
σ3.892-3.871=0.022
min15.513-15.514=-0.001
max23.978
mean0.161-0.149=0.012
σ0.066-0.053=0.012
min0.088-0.085=0.002
max0.261-0.231=0.030
iterations=5
operation_display=vertical_lookup_row_list() on area + subarea code (both indexed)
rows=15894
scenario_id=ci/scenario_aon
step_id=vertical_lookup_row_list.area.subarea
mean1.638-1.638=-0.000
σ2.243-2.243=-0.000
min0.000
max4.095-4.096=-0.001
mean0.360-0.360=0.000
σ0.493-0.493=0.000
min0.000
max0.909-0.909=0.001
mean0.001-0.001=0.000
σ0.001-0.001=0.000
min0.001-0.001=-0.000
max0.002-0.002=-0.000

CSV benchmark: ci/scenario_synthetic

Factorallocated MiBpeak allocated MiBtime_s
iterations=5
operation_display=load_product()
rows=200000
scenario_id=ci/scenario_synthetic
step_id=load_product
mean8291.751-8291.797=-0.045
σ0.314-0.416=-0.103
min8291.553-8291.550=0.003
max8292.309-8292.538=-0.229
mean506.190-512.030=-5.840
σ192.380-57.494=134.886
min382.000-452.000=-70.000
max845.000-598.000=247.000
mean4.865-4.921=-0.056
σ1.315-1.217=0.098
min3.508-3.329=0.179
max6.492-6.593=-0.101
iterations=5
operation_display=table_records()
rows=200000
scenario_id=ci/scenario_synthetic
step_id=table_records
mean14174.961-14174.913=0.048
σ5.232-5.123=0.109
min14172.595-14172.595=-0.000
max14184.320-14184.078=0.242
mean531.544-447.136=84.407
σ307.641-261.363=46.278
min206.000-91.084=114.916
max1023.718-757.000=266.718
mean11.102-10.855=0.247
σ0.308-0.820=-0.512
min10.653-9.941=0.712
max11.398-11.540=-0.142
iterations=5
operation_display=table_records(), repeat
rows=200000
scenario_id=ci/scenario_synthetic
step_id=table_records.repeat
mean27.915-27.915=-0.000
σ0.000-0.000=0.000
min27.914
max27.915-27.915=0.000
mean0.118
σ0.000-0.000=-0.000
min0.118-0.117=0.000
max0.118-0.119=-0.000
mean0.009-0.009=0.000
σ0.002-0.002=-0.000
min0.008-0.008=0.000
max0.012-0.012=-0.000
iterations=5
operation_display=vertical_lookup_list() on indexed
rows=200000
scenario_id=ci/scenario_synthetic
step_id=vertical_lookup_list.indexed
mean19.579-19.579=0.000
σ0.002-0.003=-0.000
min19.576-19.576=0.000
max19.582-19.582=-0.000
mean12.127
σ0.001-0.001=-0.000
min12.126-12.126=0.000
max12.128-12.128=-0.000
mean0.019-0.020=-0.000
σ0.002-0.002=0.000
min0.016-0.018=-0.001
max0.023-0.024=-0.001
iterations=5
operation_display=vertical_lookup_list() on indexed, repeat
rows=200000
scenario_id=ci/scenario_synthetic
step_id=vertical_lookup_list.indexed.repeat
mean13.287
σ0.002
min13.286
max13.289
mean9.281
σ0.001
min9.280
max9.281
mean0.009-0.009=0.000
σ0.001-0.000=0.000
min0.008-0.008=0.000
max0.010-0.009=0.001

Internal benchmark: pointedIndexFromKvs

Factortime_s
benchmark=pointed_index_from_kvs
iterations=5
rows=400000
mean0.314-0.308=0.006
σ0.003-0.002=0.001
min0.311-0.305=0.005
max0.317-0.311=0.007

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1006.858-1006.860=-0.001
σ0.751-0.750=0.001
min1006.386-1006.389=-0.003
max1009.962-1009.959=0.002
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean1.627-1.595=0.032
σ0.171-0.117=0.054
min1.444-1.466=-0.023
max2.168-1.922=0.246

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.883-0.883=0.000
σ0.003-0.003=-0.001
min0.882
max0.887-0.888=-0.002
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.412-0.315=0.098
σ0.130-0.123=0.007
min0.327-0.245=0.082
max0.642-0.534=0.109
name=error_case.art
mean2.339-2.339=-0.001
σ0.003-0.003=0.000
min2.337
max2.342
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.891-0.650=0.242
σ0.079-0.084=-0.006
min0.845-0.600=0.246
max1.031-0.798=0.233
name=heavy_item.art
mean1.524-1.524=-0.000
σ0.002-0.002=-0.000
min1.522
max1.526-1.527=-0.001
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.542-0.514=0.028
σ0.052-0.041=0.011
min0.506-0.450=0.056
max0.633-0.559=0.073
name=nested_use.art
mean2.361-2.362=-0.001
σ0.002-0.002=-0.000
min2.360
max2.364
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.855-0.864=-0.010
σ0.036-0.040=-0.004
min0.831-0.836=-0.005
max0.918-0.933=-0.015

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.830-964.835=-0.005
σ0.031-0.031=-0.000
min964.802-964.808=-0.006
max964.881-964.888=-0.006
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.764-0.806=-0.042
σ0.066-0.048=0.018
min0.670-0.753=-0.083
max0.841-0.860=-0.019
name=cdr_enhanced_4k_loc.art
mean885.512-885.513=-0.001
σ0.005-0.007=-0.002
min885.508-885.506=0.002
max885.518-885.522=-0.004
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.659-0.682=-0.023
σ0.054-0.046=0.007
min0.609-0.632=-0.024
max0.722-0.732=-0.010

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.716-7.716=-0.000
σ0.002-0.002=-0.000
min7.715
max7.719
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean4.212-4.273=-0.061
σ0.068-0.100=-0.032
min4.061-4.107=-0.046
max4.557-4.657=-0.100
name=record_render_large_syntax_err.art
mean7.665-7.665=0.000
σ0.002-0.002=-0.000
min7.664
max7.668
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean4.216-4.307=-0.091
σ0.071-0.096=-0.025
min4.114-4.130=-0.016
max4.446-4.640=-0.194
name=record_render_success.art
mean2.291-2.291=0.000
σ0.002-0.002=0.000
min2.290
max2.294
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.758-0.758=-0.000
σ0.028-0.030=-0.002
min0.717-0.671=0.046
max0.953-0.931=0.022
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.722-0.708=0.013
σ0.036-0.021=0.014
min0.647-0.562=0.085
max0.851-0.804=0.048

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean295.406-295.540=-0.134
σ0.265-0.227=0.038
min295.200-295.269=-0.069
max296.109-295.965=0.144
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.603-0.578=0.026
σ0.056-0.040=0.016
min0.499-0.497=0.002
max0.731-0.636=0.095

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean285.387-285.395=-0.008
σ0.028-0.026=0.002
min285.365-285.373=-0.008
max285.425-285.427=-0.002
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.377-0.395=-0.019
σ0.008-0.012=-0.005
min0.371-0.386=-0.015
max0.389-0.414=-0.026
iters=5
new-facts=1
prior-facts=6402
mean1295.792-1295.795=-0.003
σ0.103-0.101=0.002
min1295.677-1295.672=0.005
max1295.961-1295.949=0.012
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean2.092-2.076=0.016
σ0.199-0.168=0.031
min1.838-1.787=0.051
max2.271-2.197=0.074
iters=5
new-facts=6402
prior-facts=1
mean1539.945-1539.938=0.007
σ6.847-6.882=-0.035
min1536.672-1536.647=0.025
max1552.190-1552.246=-0.057
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean2.331-2.297=0.034
σ0.217-0.236=-0.019
min2.124-2.001=0.122
max2.664-2.658=0.006
iters=5
new-facts=6402
prior-facts=6402
mean1857.681-1857.677=0.003
σ0.054-0.056=-0.001
min1857.627-1857.624=0.002
max1857.767-1857.763=0.004
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean3.022-3.017=0.005
σ0.102-0.168=-0.066
min2.864-2.852=0.013
max3.126-3.300=-0.173

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.428-1.277=0.151
σ0.296-0.365=-0.069
min1.081-0.943=0.138
max1.853-1.887=-0.035

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean445.706-445.707=-0.001
σ580.933-580.933=0.000
min155.237-155.239=-0.002
max1317.106-1317.106=-0.000
mean96.250
σ8.500
min92.000
max109.000
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean0.551-0.540=0.011
σ0.561-0.553=0.008
min0.267-0.253=0.014
max1.393-1.369=0.023
policies=20
mean1552.647-1552.666=-0.019
σ0.333-0.337=-0.004
min1552.421-1552.436=-0.015
max1553.142-1553.167=-0.025
mean920.000
σ0.000
min920.000
max920.000
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean2.607-2.596=0.010
σ0.024-0.011=0.012
min2.578-2.586=-0.008
max2.629-2.612=0.017
policies=200
mean15534.749-15534.737=0.012
σ0.176-0.133=0.043
min15534.575-15534.625=-0.050
max15534.974-15534.927=0.047
mean9200.000
σ0.000
min9200.000
max9200.000
mean4652.000-4601.000=51.000
σ0.000
min4652.000-4601.000=51.000
max4652.000-4601.000=51.000
mean26.375-26.256=0.119
σ0.166-0.125=0.041
min26.225-26.077=0.148
max26.611-26.364=0.247