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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	53.705
σ	0.369
min	53.556
max	54.755

*mean*	415.000
σ	0.000
min	415.000
max	415.000

*mean*	0.139
σ	0.004
min	0.135
max	0.145

cache=y

dps=1

iters=10

policies=100

*mean*	43.057
σ	0.007
min	43.045
max	43.070

*mean*	415.000
σ	0.000
min	415.000
max	415.000

*mean*	0.122
σ	0.004
min	0.118
max	0.128

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*	4285.625
σ	1981.810
min	1549.000
max	7210.000

*mean*	95.047
σ	232.649
min	12.597
max	670.825

iterations=8

operation_display=column_set() on indexed, repeat

rows=200000

*mean*	36.618
σ	0.002
min	36.616
max	36.620

*mean*	4285.625
σ	1981.810
min	1549.000
max	7210.000

*mean*	14.610
σ	4.277
min	12.610
max	25.180

iterations=8

operation_display=table_records(), no indexes

rows=200000

*mean*	41.929
σ	0.002
min	41.928
max	41.932

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	15.000
σ	1.090
min	12.728
max	15.962

iterations=8

operation_display=table_records(), no indexes, repeat

rows=200000

*mean*	41.930
σ	0.002
min	41.928
max	41.932

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	13.540
σ	1.432
min	11.124
max	14.776

iterations=8

operation_display=table_records(), repeat

rows=200000

*mean*	41.929
σ	0.002
min	41.927
max	41.931

*mean*	4169.250
σ	1904.322
min	1549.000
max	7210.000

*mean*	13.646
σ	1.557
min	11.273
max	15.374

iterations=8

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

rows=200000

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4169.250
σ	1904.322
min	1549.000
max	7210.000

*mean*	8.965
σ	0.431
min	8.057
max	9.399

iterations=8

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

rows=200000

*mean*	26.400
σ	0.001
min	26.399
max	26.403

*mean*	4169.250
σ	1904.322
min	1549.000
max	7210.000

*mean*	6.927
σ	0.256
min	6.396
max	7.270

iterations=8

operation_display=vertical_lookup_row_list() on 2 indexed

rows=200000

*mean*	25.666
σ	0.002
min	25.664
max	25.668

*mean*	4285.625
σ	1981.810
min	1549.000
max	7210.000

*mean*	6.402
σ	0.996
min	5.855
max	8.843

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*	4285.625
σ	1981.810
min	1549.000
max	7210.000

*mean*	5.998
σ	1.045
min	5.487
max	8.564

iterations=8

operation_display=vertical_lookup_row_list() on 3 (1 unindexed)

rows=200000

*mean*	25.969
σ	0.003
min	25.967
max	25.975

*mean*	4285.625
σ	1981.810
min	1549.000
max	7210.000

*mean*	6.022
σ	1.033
min	5.582
max	8.572

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*	4285.625
σ	1981.810
min	1549.000
max	7210.000

*mean*	5.996
σ	0.935
min	5.495
max	8.263

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	2524.598

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	1527.166
σ	775.106
min	1042.413
max	2797.276

iterations=8

operation_display=load_product(), with indexes

rows=200000

*mean*	8744.560
σ	0.041
min	8744.545
max	8744.661

*mean*	3591.000
σ	1819.547
min	1073.000
max	5825.000

*mean*	4841.011
σ	1692.439
min	3504.303
max	7350.002

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	0.001
min	62.076
max	62.080

*mean*	4169.250
σ	1904.322
min	1549.000
max	7210.000

*mean*	80.039
σ	6.672
min	72.280
max	91.716

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*	4169.250
σ	1904.322
min	1549.000
max	7210.000

*mean*	81.033
σ	6.959
min	72.545
max	92.754

iterations=8

operation_display=vertical_lookup_list() on unindexed missing Int

rows=200000

*mean*	40.944
σ	0.002
min	40.943
max	40.949

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	104.110
σ	8.500
min	89.650
max	109.507

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*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	104.044
σ	8.487
min	89.539
max	109.421

iterations=8

operation_display=vertical_lookup_list() on unindexed unique Int near end

rows=200000

*mean*	40.951
σ	0.002
min	40.949
max	40.954

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	105.885
σ	9.089
min	90.868
max	114.815

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*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	104.268
σ	8.487
min	89.886
max	109.633

iterations=8

operation_display=vertical_lookup_row_list() on unindexed small unique Int

rows=200000

*mean*	66.686
σ	0.002
min	66.685
max	66.690

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	236.852
σ	220.547
min	140.197
max	781.961

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	66.689

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	156.369
σ	15.051
min	134.140
max	169.396

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=table_records()

rows=200000

*mean*	11656.833
σ	4.319
min	11655.305
max	11667.523

*mean*	4169.250
σ	1904.322
min	1549.000
max	7210.000

*mean*	6242.709
σ	1275.436
min	4907.648
max	8300.341

iterations=8

operation_display=vertical_lookup_list() on indexed

rows=200000

*mean*	11560.065
σ	0.001
min	11560.064
max	11560.068

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	5496.021
σ	1269.421
min	4340.849
max	7699.699

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=pointedIndexFromKvs

rows=200000

*mean*	172.662
σ	0.018
min	172.632
max	172.679

*mean*	486.000
σ	0.000
min	486.000
max	486.000

*mean*	374.980
σ	36.644
min	307.729
max	418.976

iterations=8

operation_display=pointedIndexFromKvs

rows=400000

*mean*	357.475
σ	0.167
min	357.321
max	357.669

*mean*	562.000
σ	0.000
min	562.000
max	562.000

*mean*	779.644
σ	55.255
min	644.818
max	812.878

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1005.002
σ	0.750
min	1004.530
max	1008.103

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	1.598
σ	0.120
min	1.405
max	1.866

Parser: Comma Sep

Factor

allocated MiB

peak allocated MiB

time (ms)

name=ambiguous_item.art

*mean*	0.883
σ	0.002
min	0.881
max	0.886

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.418
σ	0.122
min	0.348
max	0.633

name=error_case.art

*mean*	2.333
σ	0.003
min	2.332
max	2.337

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.880
σ	0.085
min	0.822
max	1.024

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.546
σ	0.043
min	0.520
max	0.621

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.854
σ	0.043
min	0.817
max	0.926

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.552
σ	0.028
min	963.534
max	963.601

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.773
σ	0.065
min	0.696
max	0.852

name=cdr_enhanced_4k_loc.art

*mean*	884.854
σ	0.009
min	884.847
max	884.868

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.691
σ	0.047
min	0.640
max	0.736

Parser: Record Parsing

Factor

allocated MiB

peak allocated MiB

time (ms)

name=record_render_large_success.art

*mean*	7.706
σ	0.002
min	7.705
max	7.709

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	4.267
σ	0.089
min	4.139
max	4.647

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	4.235
σ	0.064
min	4.119
max	4.432

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.751
σ	0.018
min	0.715
max	0.882

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.723
σ	0.031
min	0.578
max	0.904

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	294.378
σ	0.216
min	294.222
max	294.957

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.551
σ	0.031
min	0.515
max	0.590

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	281.468
σ	0.037
min	281.410
max	281.501

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.395
σ	0.012
min	0.386
max	0.412

iters=5

new-facts=1

prior-facts=6402

*mean*	1291.509
σ	0.117
min	1291.373
max	1291.631

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	1.929
σ	0.082
min	1.798
max	2.003

iters=5

new-facts=6402

prior-facts=1

*mean*	1534.387
σ	4.025
min	1532.354
max	1541.581

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	2.377
σ	0.265
min	1.991
max	2.668

iters=5

new-facts=6402

prior-facts=6402

*mean*	1853.320
σ	0.063
min	1853.226
max	1853.378

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	2.950
σ	0.127
min	2.863
max	3.150

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.483
σ	0.193
min	1.269
max	1.704

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	442.431
σ	577.064
min	153.898
max	1308.027

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	0.545
σ	0.562
min	0.261
max	1.388

policies=20

*mean*	1539.239
σ	0.333
min	1539.012
max	1539.733

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	2.607
σ	0.016
min	2.585
max	2.623

policies=200

*mean*	15400.458
σ	0.114
min	15400.379
max	15400.626

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	7210.000
σ	0.000
min	7210.000
max	7210.000

*mean*	26.308
σ	0.072
min	26.243
max	26.395