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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.617-54.615=0.001
σ	0.351-0.351=0.000
min	54.480-54.483=-0.003
max	55.616-55.614=0.002

*mean*	417.000
σ	0.000
min	417.000
max	417.000

*mean*	0.141-0.138=0.003
σ	0.004-0.004=0.000
min	0.137-0.134=0.004
max	0.148-0.146=0.002

cache=y

dps=1

iters=10

policies=100

*mean*	43.785-43.785=-0.000
σ	0.005-0.008=-0.002
min	43.778-43.772=0.005
max	43.797-43.800=-0.002

*mean*	417.000
σ	0.000
min	417.000
max	417.000

*mean*	0.122-0.119=0.002
σ	0.005-0.004=0.001
min	0.117-0.114=0.002
max	0.131-0.124=0.007

CSV - indexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=column_set() on indexed

rows=200000

*mean*	36.617
σ	0.002
min	36.615
max	36.620

*mean*	4168.375
σ	1900.743
min	1547.000
max	7201.000

*mean*	12.768
σ	0.220
min	12.487
max	13.159

iterations=8

operation_display=column_set() on indexed, repeat

rows=200000

*mean*	36.617
σ	0.002
min	36.616
max	36.621

*mean*	4288.750
σ	1980.768
min	1547.000
max	7201.000

*mean*	97.152
σ	238.746
min	11.829
max	688.014

iterations=8

operation_display=table_records(), no indexes

rows=200000

*mean*	41.930
σ	0.002
min	41.928
max	41.932

*mean*	7201.000
σ	0.000
min	7201.000
max	7201.000

*mean*	14.826
σ	1.171
min	12.193
max	15.748

iterations=8

operation_display=table_records(), no indexes, repeat

rows=200000

*mean*	41.929
σ	0.002
min	41.928
max	41.932

*mean*	7201.000
σ	0.000
min	7201.000
max	7201.000

*mean*	13.765
σ	1.393
min	11.817
max	15.617

iterations=8

operation_display=table_records(), repeat

rows=200000

*mean*	41.929
σ	0.002
min	41.927
max	41.931

*mean*	4168.375
σ	1900.743
min	1547.000
max	7201.000

*mean*	13.620
σ	1.744
min	10.918
max	15.551

iterations=8

operation_display=vertical_lookup_list() on indexed, after table_records()

rows=200000

*mean*	27.605
σ	0.003
min	27.603
max	27.611

*mean*	4168.375
σ	1900.743
min	1547.000
max	7201.000

*mean*	9.342
σ	0.288
min	8.952
max	9.749

iterations=8

operation_display=vertical_lookup_list() on indexed, after table_records(), repeat

rows=200000

*mean*	26.400
σ	0.002
min	26.399
max	26.403

*mean*	4168.375
σ	1900.743
min	1547.000
max	7201.000

*mean*	6.805
σ	0.262
min	6.411
max	7.144

iterations=8

operation_display=vertical_lookup_row_list() on 2 indexed

rows=200000

*mean*	25.666
σ	0.002
min	25.664
max	25.669

*mean*	4288.750
σ	1980.768
min	1547.000
max	7201.000

*mean*	6.357
σ	1.029
min	5.723
max	8.860

iterations=8

operation_display=vertical_lookup_row_list() on 2 indexed, repeat

rows=200000

*mean*	25.661
σ	0.002
min	25.659
max	25.663

*mean*	4288.750
σ	1980.768
min	1547.000
max	7201.000

*mean*	5.916
σ	1.076
min	5.205
max	8.552

iterations=8

operation_display=vertical_lookup_row_list() on 3 (1 unindexed)

rows=200000

*mean*	25.969
σ	0.002
min	25.967
max	25.971

*mean*	4288.750
σ	1980.768
min	1547.000
max	7201.000

*mean*	5.937
σ	1.167
min	5.216
max	8.788

iterations=8

operation_display=vertical_lookup_row_list() on 3 (1 unindexed), repeat

rows=200000

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4288.750
σ	1980.768
min	1547.000
max	7201.000

*mean*	5.771
σ	1.042
min	5.007
max	8.275

op=column_set() on indexed

*mean*	36.618
σ	0.003
min	36.615
max	36.623

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	12.760
σ	1.742
min	11.839
max	16.980

op=column_set() on indexed, repeat

*mean*	36.617
σ	0.002
min	36.616
max	36.619

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	12.242
σ	2.202
min	11.110
max	17.562

op=table_records(), no indexes

*mean*	41.928
σ	0.000
min	41.928
max	41.929

*mean*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	13.767
σ	1.173
min	12.308
max	15.317

op=table_records(), repeat

*mean*	41.928
σ	0.002
min	41.927
max	41.932

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	11.999
σ	1.982
min	9.992
max	15.135

op=vertical_lookup_list() on indexed, after table_records()

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	8.706
σ	1.171
min	7.829
max	11.505

op=vertical_lookup_list() on indexed, after table_records(), repeat

*mean*	26.400
σ	0.002
min	26.399
max	26.403

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	6.526
σ	1.168
min	5.787
max	9.374

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666
σ	0.002
min	25.664
max	25.670

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	5.588
σ	0.583
min	5.099
max	6.934

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	5.195
σ	0.572
min	4.716
max	6.517

CSV - loading a lazy table

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=load_product(), no indexes

rows=200000

*mean*	2524.596
σ	0.002
min	2524.594
max	2524.597

*mean*	7201.000
σ	0.000
min	7201.000
max	7201.000

*mean*	1184.660
σ	395.133
min	1039.135
max	2162.489

iterations=8

operation_display=load_product(), with indexes

rows=200000

*mean*	8744.561
σ	0.041
min	8744.545
max	8744.662

*mean*	3597.125
σ	1820.485
min	1075.000
max	5839.000

*mean*	5003.826
σ	1612.064
min	3533.942
max	7168.683

op=load_product(), no indexes

*mean*	2524.593
σ	0.000
min	2524.593
max	2524.594

*mean*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	1106.087
σ	169.576
min	1040.152
max	1525.658

op=load_product(), with indexes

*mean*	8744.559
σ	0.033
min	8744.544
max	8744.641

*mean*	3791.375
σ	1610.309
min	1984.000
max	5953.000

*mean*	4655.295
σ	1479.609
min	3540.960
max	7039.120

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=column_set() on unindexed, dense

rows=200000

*mean*	62.077
σ	0.002
min	62.076
max	62.080

*mean*	4168.375
σ	1900.743
min	1547.000
max	7201.000

*mean*	79.867
σ	9.503
min	71.860
max	99.213

iterations=8

operation_display=column_set() on unindexed, dense, repeat

rows=200000

*mean*	62.077
σ	0.002
min	62.076
max	62.080

*mean*	4168.375
σ	1900.743
min	1547.000
max	7201.000

*mean*	80.614
σ	9.821
min	71.306
max	100.401

iterations=8

operation_display=vertical_lookup_list() on unindexed missing Int

rows=200000

*mean*	40.944
σ	0.001
min	40.943
max	40.947

*mean*	7201.000
σ	0.000
min	7201.000
max	7201.000

*mean*	101.729
σ	10.621
min	79.639
max	107.729

iterations=8

operation_display=vertical_lookup_list() on unindexed missing Int, repeat

rows=200000

*mean*	40.946
σ	0.002
min	40.944
max	40.947

*mean*	7201.000
σ	0.000
min	7201.000
max	7201.000

*mean*	101.867
σ	10.711
min	79.459
max	107.961

iterations=8

operation_display=vertical_lookup_list() on unindexed unique Int near end

rows=200000

*mean*	40.950
σ	0.002
min	40.949
max	40.953

*mean*	7201.000
σ	0.000
min	7201.000
max	7201.000

*mean*	103.776
σ	9.047
min	85.830
max	110.584

iterations=8

operation_display=vertical_lookup_list() on unindexed unique Int near end, repeat

rows=200000

*mean*	40.951
σ	0.002
min	40.949
max	40.953

*mean*	7201.000
σ	0.000
min	7201.000
max	7201.000

*mean*	102.070
σ	10.591
min	80.178
max	108.446

iterations=8

operation_display=vertical_lookup_row_list() on unindexed small unique Int

rows=200000

*mean*	66.687
σ	0.002
min	66.685
max	66.690

*mean*	7201.000
σ	0.000
min	7201.000
max	7201.000

*mean*	215.861
σ	167.636
min	127.546
max	629.183

iterations=8

operation_display=vertical_lookup_row_list() on unindexed small unique Int, repeat

rows=200000

*mean*	66.687
σ	0.002
min	66.685
max	66.690

*mean*	7201.000
σ	0.000
min	7201.000
max	7201.000

*mean*	152.469
σ	20.788
min	116.649
max	168.834

op=column_set() on unindexed, dense

*mean*	62.078
σ	0.002
min	62.075
max	62.080

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	83.713
σ	12.712
min	69.068
max	104.720

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944
σ	0.001
min	40.944
max	40.945

*mean*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	233.445
σ	374.864
min	89.191
max	1160.996

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686
σ	0.000
min	66.685
max	66.686

*mean*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	150.430
σ	13.786
min	132.158
max	169.614

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=table_records()

rows=200000

*mean*	11656.833
σ	4.318
min	11655.305
max	11667.520

*mean*	4168.375
σ	1900.743
min	1547.000
max	7201.000

*mean*	6739.507
σ	1188.797
min	4901.190
max	8202.909

iterations=8

operation_display=vertical_lookup_list() on indexed

rows=200000

*mean*	11560.065
σ	0.001
min	11560.064
max	11560.069

*mean*	7201.000
σ	0.000
min	7201.000
max	7201.000

*mean*	5576.154
σ	1049.486
min	4399.572
max	7197.061

op=table_records()

*mean*	11656.833
σ	4.318
min	11655.305
max	11667.521

*mean*	4269.000
σ	1880.401
min	1984.000
max	7554.000

*mean*	6430.850
σ	1141.046
min	4954.368
max	8353.089

op=vertical_lookup_list() on indexed

*mean*	11560.069
σ	0.002
min	11560.066
max	11560.072

*mean*	7554.000
σ	0.000
min	7554.000
max	7554.000

*mean*	5562.530
σ	1297.039
min	4429.761
max	7421.386

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=pointedIndexFromKvs

rows=200000

*mean*	172.666
σ	0.012
min	172.651
max	172.686

*mean*	489.000
σ	0.000
min	489.000
max	489.000

*mean*	403.230
σ	28.146
min	354.560
max	423.542

iterations=8

operation_display=pointedIndexFromKvs

rows=400000

*mean*	357.464
σ	0.157
min	357.321
max	357.675

*mean*	564.000
σ	0.000
min	564.000
max	564.000

*mean*	785.250
σ	43.436
min	704.640
max	817.378

op=pointedIndexFromKvs

rows=200000

*mean*	172.583
σ	0.025
min	172.558
max	172.625

*mean*	1984.000
σ	0.000
min	1984.000
max	1984.000

*mean*	366.525
σ	23.389
min	340.762
max	398.240

op=pointedIndexFromKvs

rows=400000

*mean*	357.364
σ	0.042
min	357.321
max	357.408

*mean*	1984.000
σ	0.000
min	1984.000
max	1984.000

*mean*	729.512
σ	76.289
min	602.890
max	796.626

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.188-1008.083=0.104
σ	0.880-0.760=0.119
min	1007.687-1007.609=0.077
max	1011.834-1011.227=0.606

*mean*	1038.800-7201.000=-6162.200
σ	296.897-0.000=296.897
min	547.000-7201.000=-6654.000
max	1439.000-7201.000=-5762.000

*mean*	1.575-1.514=0.061
σ	0.131-0.127=0.004
min	1.483-1.392=0.091
max	2.057-1.841=0.216

Parser: Comma Sep

Factor

allocated MiB

peak allocated MiB

time (ms)

name=ambiguous_item.art

*mean*	0.883-0.884=-0.001
σ	0.002-0.003=-0.000
min	0.881
max	0.886-0.887=-0.001

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	0.416-0.195=0.222
σ	0.127-0.097=0.029
min	0.333-0.138=0.195
max	0.641-0.368=0.273

name=error_case.art

*mean*	2.333-2.334=-0.000
σ	0.003-0.002=0.000
min	2.332
max	2.337

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	0.889-0.471=0.418
σ	0.090-0.216=-0.125
min	0.831-0.333=0.498
max	1.045-0.831=0.214

name=heavy_item.art

*mean*	1.521-1.522=-0.001
σ	0.002-0.003=-0.001
min	1.520
max	1.524-1.525=-0.001

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	0.546-0.536=0.010
σ	0.050-0.044=0.006
min	0.517-0.494=0.022
max	0.636-0.612=0.024

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	0.847-0.844=0.004
σ	0.041-0.035=0.006
min	0.818-0.823=-0.005
max	0.919-0.905=0.013

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.543-963.548=-0.005
σ	0.030-0.028=0.003
min	963.523
max	963.596-963.585=0.011

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	0.808-0.778=0.030
σ	0.036-0.096=-0.060
min	0.760-0.646=0.113
max	0.858-0.860=-0.003

name=cdr_enhanced_4k_loc.art

*mean*	884.854-884.853=0.001
σ	0.006-0.005=0.001
min	884.847
max	884.862-884.860=0.002

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	0.708-0.738=-0.030
σ	0.040-0.002=0.038
min	0.672-0.736=-0.064
max	0.753-0.740=0.013

Parser: Record Parsing

Factor

allocated MiB

peak allocated MiB

time (ms)

name=record_render_large_success.art

*mean*	7.706-7.706=0.000
σ	0.002-0.002=-0.000
min	7.705
max	7.709-7.712=-0.003

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	4.229-4.247=-0.018
σ	0.120-0.087=0.033
min	4.105-4.088=0.018
max	5.140-4.517=0.624

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	4.211-4.218=-0.007
σ	0.063-0.065=-0.002
min	4.086-4.104=-0.018
max	4.400-4.456=-0.055

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	0.754-0.745=0.008
σ	0.016-0.016=-0.000
min	0.721-0.710=0.012
max	0.849-0.840=0.009

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	0.713-0.707=0.006
σ	0.014-0.015=-0.002
min	0.684-0.673=0.011
max	0.781-0.788=-0.007

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.406-297.419=-0.012
σ	0.204-0.246=-0.042
min	297.207-297.244=-0.037
max	297.891-298.080=-0.190

*mean*	1984.000-7201.000=-5217.000
σ	0.000
min	1984.000-7201.000=-5217.000
max	1984.000-7201.000=-5217.000

*mean*	0.566-0.584=-0.017
σ	0.034-0.050=-0.017
min	0.508-0.522=-0.014
max	0.593-0.702=-0.109

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.760-289.728=0.033
σ	0.044-0.031=0.013
min	289.722-289.687=0.035
max	289.811-289.772=0.039

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	0.404-0.391=0.013
σ	0.011-0.003=0.008
min	0.394-0.388=0.006
max	0.420-0.395=0.026

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.691-1299.637=0.054
σ	0.092-0.093=-0.002
min	1299.581-1299.522=0.059
max	1299.819-1299.756=0.063

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	2.275-1.890=0.385
σ	0.094-0.085=0.009
min	2.150-1.807=0.343
max	2.349-2.015=0.334

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.665-1542.622=0.043
σ	4.004-4.061=-0.057
min	1540.705-1540.596=0.109
max	1549.822-1549.878=-0.056

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	2.308-2.283=0.025
σ	0.129-0.225=-0.096
min	2.177-2.125=0.052
max	2.481-2.644=-0.164

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.628-1861.594=0.034
σ	0.064-0.035=0.029
min	1861.541-1861.556=-0.015
max	1861.706-1861.639=0.066

*mean*	1771.000-7201.000=-5430.000
σ	224.690-0.000=224.690
min	1475.000-7201.000=-5726.000
max	1984.000-7201.000=-5217.000

*mean*	3.242-2.987=0.255
σ	0.343-0.264=0.079
min	2.875-2.667=0.208
max	3.667-3.348=0.319

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.788-1.661=0.127
σ	0.160-0.239=-0.079
min	1.509-1.315=0.194
max	1.906-1.917=-0.011

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.185-446.145=0.040
σ	577.140-577.064=0.077
min	157.612-157.608=0.004
max	1311.895-1311.741=0.154

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	0.534-0.550=-0.016
σ	0.539-0.549=-0.010
min	0.261-0.269=-0.008
max	1.342-1.373=-0.031

policies=20

*mean*	1576.434-1576.404=0.030
σ	0.372-0.357=0.015
min	1576.188-1576.164=0.025
max	1576.987-1576.933=0.054

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	2.666-2.648=0.018
σ	0.068-0.009=0.058
min	2.624-2.637=-0.012
max	2.768-2.657=0.111

policies=200

*mean*	15772.285-15772.146=0.139
σ	0.044-0.136=-0.092
min	15772.247-15771.984=0.263
max	15772.327-15772.290=0.037

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	1439.000-7201.000=-5762.000
σ	0.000
min	1439.000-7201.000=-5762.000
max	1439.000-7201.000=-5762.000

*mean*	26.502-26.516=-0.013
σ	0.034-0.106=-0.072
min	26.464-26.395=0.070
max	26.546-26.646=-0.099