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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
mean54.056-54.057=-0.000
σ0.368-0.368=0.001
min53.911-53.913=-0.002
max55.104-55.102=0.002
mean414.000-417.000=-3.000
σ0.000
min414.000-417.000=-3.000
max414.000-417.000=-3.000
mean0.139-0.138=0.001
σ0.003-0.005=-0.002
min0.134-0.131=0.004
max0.144-0.145=-0.000
cache=y
dps=1
iters=10
policies=100
mean43.395-43.395=0.000
σ0.008-0.006=0.003
min43.383-43.386=-0.004
max43.409-43.404=0.005
mean414.000-417.000=-3.000
σ0.000
min414.000-417.000=-3.000
max414.000-417.000=-3.000
mean0.123-0.122=0.000
σ0.007-0.004=0.002
min0.114-0.113=0.001
max0.133-0.129=0.004

CSV benchmark: ci/scenario_aon

Factorallocated MiBpeak allocated MiBtime_s
fixture=catalog
iterations=5
operation_display=column_set() on area_code (indexed)
profile=catalog
rows=catalog
scenario=ci/scenario_aon
scenario_id=ci/scenario_aon
step_id=column_set.area_code
mean228.284
σ0.022
min228.249
max228.303
mean26.600
σ15.421
min4.000
max46.000
mean0.271
σ0.058
min0.211
max0.349
fixture=catalog
iterations=5
operation_display=column_set() on dpx_subarea_name (no index)
profile=catalog
rows=catalog
scenario=ci/scenario_aon
scenario_id=ci/scenario_aon
step_id=column_set.dpx_subarea_name
mean8.892
σ0.004
min8.885
max8.896
mean1.573
σ0.092
min1.412
max1.638
mean0.014
σ0.002
min0.013
max0.018
fixture=catalog
iterations=5
operation_display=load_product()
profile=catalog
rows=catalog
scenario=ci/scenario_aon
scenario_id=ci/scenario_aon
step_id=load_product
mean178.288
σ0.301
min177.749
max178.434
mean20.838
σ2.265
min18.000
max23.016
mean0.153
σ0.033
min0.123
max0.199
fixture=catalog
iterations=5
operation_display=vertical_lookup_row_list() on area + subarea code (both indexed)
profile=catalog
rows=catalog
scenario=ci/scenario_aon
scenario_id=ci/scenario_aon
step_id=vertical_lookup_row_list.area.subarea
mean0.000
σ0.000
min0.000
max0.000
mean0.000
σ0.000
min0.000
max0.000
mean0.001
σ0.000
min0.001
max0.002
iterations=5
operation_display=column_set() on area_code (indexed)
rows=15894
scenario_id=ci/scenario_aon
step_id=column_set.area_code
mean228.266
σ0.015
min228.254
max228.291
mean26.200
σ15.707
min2.000
max45.000
mean0.255
σ0.084
min0.154
max0.379
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
σ2.179
min4.907
max8.891
mean1.239
σ0.203
min1.116
max1.594
mean0.012
σ0.003
min0.009
max0.017
iterations=5
operation_display=load_product()
rows=15894
scenario_id=ci/scenario_aon
step_id=load_product
mean179.845
σ2.368
min177.742
max182.428
mean20.073
σ3.871
min15.514
max23.978
mean0.149
σ0.053
min0.085
max0.231
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
σ2.243
min0.000
max4.096
mean0.360
σ0.493
min0.000
max0.909
mean0.001
σ0.001
min0.001
max0.002

CSV benchmark: ci/scenario_synthetic

Factorallocated MiBpeak allocated MiBtime_s
fixture=synthetic/mixed_indexes
iterations=5
operation_display=load_product()
profile=synthetic/mixed_indexes
rows=200000
scenario=ci/scenario_synthetic
scenario_id=ci/scenario_synthetic
step_id=load_product
mean8292.280
σ1.465
min8291.599
max8294.901
mean457.203
σ78.789
min381.000
max543.000
mean4.518
σ1.584
min3.319
max7.099
fixture=synthetic/mixed_indexes
iterations=5
operation_display=table_records()
profile=synthetic/mixed_indexes
rows=200000
scenario=ci/scenario_synthetic
scenario_id=ci/scenario_synthetic
step_id=table_records
mean14174.842
σ4.999
min14172.578
max14183.785
mean409.400
σ190.576
min91.000
max598.000
mean9.173
σ1.794
min6.418
max10.818
fixture=synthetic/mixed_indexes
iterations=5
operation_display=table_records(), repeat
profile=synthetic/mixed_indexes
rows=200000
scenario=ci/scenario_synthetic
scenario_id=ci/scenario_synthetic
step_id=table_records.repeat
mean27.914
σ0.000
min27.914
max27.915
mean0.119
σ0.000
min0.118
max0.119
mean0.010
σ0.002
min0.008
max0.012
fixture=synthetic/mixed_indexes
iterations=5
operation_display=vertical_lookup_list() on indexed
profile=synthetic/mixed_indexes
rows=200000
scenario=ci/scenario_synthetic
scenario_id=ci/scenario_synthetic
step_id=vertical_lookup_list.indexed
mean19.579
σ0.003
min19.576
max19.582
mean12.127
σ0.001
min12.126
max12.128
mean0.021
σ0.002
min0.019
max0.023
fixture=synthetic/mixed_indexes
iterations=5
operation_display=vertical_lookup_list() on indexed, repeat
profile=synthetic/mixed_indexes
rows=200000
scenario=ci/scenario_synthetic
scenario_id=ci/scenario_synthetic
step_id=vertical_lookup_list.indexed.repeat
mean13.287
σ0.002
min13.285
max13.289
mean9.280
σ0.001
min9.280
max9.281
mean0.009
σ0.001
min0.009
max0.010
iterations=5
operation_display=load_product()
rows=200000
scenario_id=ci/scenario_synthetic
step_id=load_product
mean8291.797
σ0.416
min8291.550
max8292.538
mean512.030
σ57.494
min452.000
max598.000
mean4.921
σ1.217
min3.329
max6.593
iterations=5
operation_display=table_records()
rows=200000
scenario_id=ci/scenario_synthetic
step_id=table_records
mean14174.913
σ5.123
min14172.595
max14184.078
mean447.136
σ261.363
min91.084
max757.000
mean10.855
σ0.820
min9.941
max11.540
iterations=5
operation_display=table_records(), repeat
rows=200000
scenario_id=ci/scenario_synthetic
step_id=table_records.repeat
mean27.915
σ0.000
min27.914
max27.915
mean0.118
σ0.000
min0.117
max0.119
mean0.009
σ0.002
min0.008
max0.012
iterations=5
operation_display=vertical_lookup_list() on indexed
rows=200000
scenario_id=ci/scenario_synthetic
step_id=vertical_lookup_list.indexed
mean19.579
σ0.003
min19.576
max19.582
mean12.127
σ0.001
min12.126
max12.128
mean0.020
σ0.002
min0.018
max0.024
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
σ0.000
min0.008
max0.009

Internal benchmark: pointedIndexFromKvs

Factortime_s
benchmark=pointed_index_from_kvs
iterations=5
rows=100000
mean0.012
σ0.026
min0.000
max0.058
benchmark=pointed_index_from_kvs
iterations=5
rows=400000
mean0.308
σ0.002
min0.305
max0.311

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1006.860-1006.857=0.003
σ0.750-0.751=-0.000
min1006.389-1006.386=0.003
max1009.959-1009.959=0.000
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean1.595-1.559=0.036
σ0.117-0.154=-0.037
min1.466-1.338=0.128
max1.922-1.903=0.019

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
max0.888-0.887=0.002
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.315-0.307=0.008
σ0.123-0.119=0.004
min0.245-0.239=0.007
max0.534-0.518=0.016
name=error_case.art
mean2.339-2.339=0.001
σ0.003-0.003=-0.000
min2.337
max2.342
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.650-0.642=0.008
σ0.084-0.075=0.009
min0.600-0.595=0.005
max0.798-0.774=0.024
name=heavy_item.art
mean1.524-1.524=0.000
σ0.002-0.002=0.000
min1.522
max1.527-1.526=0.001
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.514-0.380=0.133
σ0.041-0.033=0.008
min0.450-0.351=0.100
max0.559-0.435=0.124
name=nested_use.art
mean2.362-2.361=0.001
σ0.002-0.002=0.000
min2.360
max2.364
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.864-0.603=0.261
σ0.040-0.038=0.002
min0.836-0.571=0.265
max0.933-0.669=0.263

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.835-964.831=0.004
σ0.031-0.026=0.005
min964.808-964.813=-0.005
max964.888-964.874=0.013
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.806-0.811=-0.005
σ0.048-0.052=-0.004
min0.753-0.737=0.016
max0.860-0.855=0.005
name=cdr_enhanced_4k_loc.art
mean885.513-885.511=0.003
σ0.007-0.008=-0.001
min885.506-885.504=0.001
max885.522-885.522=-0.001
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.682-0.732=-0.049
σ0.046-0.006=0.040
min0.632-0.724=-0.091
max0.732-0.738=-0.007

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
max7.719-7.722=-0.002
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean4.273-4.286=-0.013
σ0.100-0.094=0.006
min4.107-4.131=-0.024
max4.657-4.753=-0.097
name=record_render_large_syntax_err.art
mean7.665
σ0.002
min7.664
max7.668
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean4.307-3.535=0.772
σ0.096-0.200=-0.104
min4.130-3.345=0.785
max4.640-4.359=0.282
name=record_render_success.art
mean2.291
σ0.002
min2.290
max2.294
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.758-0.736=0.023
σ0.030-0.018=0.012
min0.671-0.712=-0.041
max0.931-0.842=0.089
name=record_render_syntax_err.art
mean2.166
σ0.002
min2.165
max2.169
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.708-0.692=0.016
σ0.021-0.015=0.006
min0.562-0.665=-0.103
max0.804-0.759=0.045

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean295.540-295.427=0.112
σ0.227-0.186=0.040
min295.269-295.289=-0.020
max295.965-295.911=0.054
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.578-0.563=0.015
σ0.040-0.067=-0.027
min0.497-0.486=0.011
max0.636-0.714=-0.077

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean285.395-285.395=-0.000
σ0.026-0.027=-0.001
min285.373-285.372=0.001
max285.427-285.429=-0.003
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.395-0.393=0.002
σ0.012-0.007=0.006
min0.386-0.386=-0.000
max0.414-0.401=0.014
iters=5
new-facts=1
prior-facts=6402
mean1295.795-1295.846=-0.051
σ0.101-0.084=0.017
min1295.672-1295.773=-0.101
max1295.949-1295.974=-0.025
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean2.076-2.411=-0.335
σ0.168-0.216=-0.047
min1.787-2.187=-0.400
max2.197-2.717=-0.520
iters=5
new-facts=6402
prior-facts=1
mean1539.938-1539.937=0.001
σ6.882-6.855=0.027
min1536.647-1536.682=-0.035
max1552.246-1552.197=0.049
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean2.297-2.277=0.020
σ0.236-0.167=0.069
min2.001-2.033=-0.032
max2.658-2.484=0.173
iters=5
new-facts=6402
prior-facts=6402
mean1857.677-1857.683=-0.006
σ0.056-0.057=-0.002
min1857.624-1857.629=-0.004
max1857.763-1857.767=-0.004
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean3.017-3.085=-0.069
σ0.168-0.236=-0.068
min2.852-2.867=-0.015
max3.300-3.486=-0.187

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.277-1.474=-0.197
σ0.365-0.253=0.111
min0.943-1.154=-0.211
max1.887-1.722=0.165

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean445.707-445.708=-0.001
σ580.933-580.933=-0.000
min155.239-155.238=0.001
max1317.106-1317.107=-0.001
mean96.250
σ8.500
min92.000
max109.000
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean0.540-0.555=-0.015
σ0.553-0.563=-0.010
min0.253-0.273=-0.020
max1.369-1.399=-0.029
policies=20
mean1552.666-1552.674=-0.008
σ0.337-0.354=-0.017
min1552.436-1552.435=0.001
max1553.167-1553.200=-0.034
mean920.000
σ0.000
min920.000
max920.000
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean2.596-2.631=-0.035
σ0.011-0.066=-0.055
min2.586-2.577=0.009
max2.612-2.728=-0.116
policies=200
mean15534.737-15534.728=0.008
σ0.133-0.091=0.042
min15534.625-15534.650=-0.025
max15534.927-15534.860=0.068
mean9200.000
σ0.000
min9200.000
max9200.000
mean4601.000-4260.000=341.000
σ0.000
min4601.000-4260.000=341.000
max4601.000-4260.000=341.000
mean26.256-26.174=0.082
σ0.125-0.121=0.004
min26.077-26.069=0.008
max26.364-26.325=0.038