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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.620-54.620=0.000
σ	0.351-0.351=-0.000
min	54.482-54.491=-0.010
max	55.618-55.618=-0.000

*mean*	417.000-415.000=2.000
σ	0.000
min	417.000-415.000=2.000
max	417.000-415.000=2.000

*mean*	0.139-0.142=-0.002
σ	0.005-0.005=0.001
min	0.131-0.137=-0.006
max	0.148-0.149=-0.001

cache=y

dps=1

iters=10

policies=100

*mean*	43.790-43.789=0.000
σ	0.006-0.006=0.000
min	43.780-43.782=-0.002
max	43.801-43.802=-0.001

*mean*	417.000-415.000=2.000
σ	0.000
min	417.000-415.000=2.000
max	417.000-415.000=2.000

*mean*	0.123-0.124=-0.001
σ	0.004-0.005=-0.001
min	0.120-0.120=-0.000
max	0.131-0.132=-0.001

CSV - indexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on indexed

*mean*	36.618-36.618=0.000
σ	0.002-0.002=0.000
min	36.615
max	36.619-36.619=0.000

*mean*	4151.500-4145.375=6.125
σ	1899.928-1891.707=8.221
min	1556.000-1554.000=2.000
max	7308.000-7261.000=47.000

*mean*	12.885-12.730=0.155
σ	0.396-0.332=0.064
min	12.564-12.331=0.233
max	13.737-13.266=0.471

op=column_set() on indexed, repeat

*mean*	36.617-36.617=0.000
σ	0.002-0.002=-0.000
min	36.616-36.616=0.000
max	36.620

*mean*	4151.500-4145.375=6.125
σ	1899.928-1891.707=8.221
min	1556.000-1554.000=2.000
max	7308.000-7261.000=47.000

*mean*	13.263-13.292=-0.030
σ	0.170-0.297=-0.126
min	13.013-12.997=0.017
max	13.549-13.899=-0.350

op=table_records(), no indexes

*mean*	41.932-41.931=0.000
σ	0.001-0.001=-0.000
min	41.929-41.928=0.001
max	41.933-41.932=0.000

*mean*	7308.000-7261.000=47.000
σ	0.000
min	7308.000-7261.000=47.000
max	7308.000-7261.000=47.000

*mean*	15.293-15.260=0.033
σ	0.778-0.351=0.426
min	13.467-14.429=-0.962
max	16.107-15.530=0.577

op=table_records(), repeat

*mean*	41.928-41.928=0.000
σ	0.002-0.002=0.000
min	41.927-41.927=0.000
max	41.932-41.931=0.001

*mean*	4151.500-4145.375=6.125
σ	1899.928-1891.707=8.221
min	1556.000-1554.000=2.000
max	7308.000-7261.000=47.000

*mean*	12.879-13.476=-0.597
σ	1.992-1.793=0.199
min	10.607-11.310=-0.704
max	15.418-15.219=0.200

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

*mean*	27.653-27.653=-0.000
σ	0.137-0.137=0.000
min	27.603
max	27.991

*mean*	4151.500-4145.375=6.125
σ	1899.928-1891.707=8.221
min	1556.000-1554.000=2.000
max	7308.000-7261.000=47.000

*mean*	9.005-9.061=-0.055
σ	0.369-0.456=-0.087
min	8.339-8.379=-0.040
max	9.462-9.665=-0.203

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

*mean*	26.400-26.400=-0.000
σ	0.002-0.002=0.000
min	26.399-26.399=-0.000
max	26.403

*mean*	4151.500-4145.375=6.125
σ	1899.928-1891.707=8.221
min	1556.000-1554.000=2.000
max	7308.000-7261.000=47.000

*mean*	6.791-6.789=0.002
σ	0.258-0.338=-0.081
min	6.545-6.291=0.254
max	7.199-7.276=-0.077

op=vertical_lookup_row_list() on 2 indexed

*mean*	25.666-25.666=-0.000
σ	0.002-0.002=-0.000
min	25.664
max	25.668-25.668=-0.000

*mean*	4151.500-4145.375=6.125
σ	1899.928-1891.707=8.221
min	1556.000-1554.000=2.000
max	7308.000-7261.000=47.000

*mean*	6.113-6.022=0.092
σ	0.071-0.207=-0.136
min	6.023-5.644=0.378
max	6.267-6.300=-0.033

op=vertical_lookup_row_list() on 3 (1 unindexed)

*mean*	25.968-25.968=0.000
σ	0.002-0.002=0.000
min	25.967
max	25.972-25.972=0.000

*mean*	4151.500-4145.375=6.125
σ	1899.928-1891.707=8.221
min	1556.000-1554.000=2.000
max	7308.000-7261.000=47.000

*mean*	5.943-5.827=0.116
σ	0.100-0.208=-0.109
min	5.759-5.410=0.348
max	6.064-5.996=0.068

CSV - loading a lazy table

Factor

allocated MiB

peak allocated MiB

time (ms)

op=load_product(), no indexes

*mean*	2524.606-2524.606=-0.000
σ	0.000-0.000=0.000
min	2524.606-2524.606=-0.000
max	2524.607

*mean*	7308.000-7261.000=47.000
σ	0.000
min	7308.000-7261.000=47.000
max	7308.000-7261.000=47.000

*mean*	1074.163-1498.310=-424.147
σ	79.829-850.165=-770.336
min	1038.209-1030.914=7.295
max	1271.360-3471.266=-2199.906

op=load_product(), with indexes

*mean*	8744.722-8744.721=0.001
σ	0.469-0.469=0.001
min	8744.554
max	8745.883-8745.881=0.002

*mean*	3572.125-3566.250=5.875
σ	1795.120-1794.413=0.708
min	1045.000-1041.000=4.000
max	5794.000-5776.000=18.000

*mean*	4765.926-5056.158=-290.232
σ	1547.463-1723.772=-176.309
min	3510.791-3498.901=11.890
max	7651.891-7279.154=372.737

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

op=column_set() on unindexed, dense

*mean*	62.078-62.078=-0.000
σ	0.002-0.002=0.000
min	62.076-62.076=-0.000
max	62.081

*mean*	4151.500-4145.375=6.125
σ	1899.928-1891.707=8.221
min	1556.000-1554.000=2.000
max	7308.000-7261.000=47.000

*mean*	80.700-83.844=-3.145
σ	10.092-13.270=-3.178
min	70.790-70.239=0.551
max	96.206-103.079=-6.873

op=vertical_lookup_list() on unindexed missing Int

*mean*	40.944-40.944=-0.000
σ	0.001-0.001=0.000
min	40.944-40.944=-0.000
max	40.945-40.945=0.000

*mean*	7308.000-7261.000=47.000
σ	0.000
min	7308.000-7261.000=47.000
max	7308.000-7261.000=47.000

*mean*	106.545-108.954=-2.409
σ	5.465-2.928=2.537
min	95.223-104.707=-9.484
max	109.958-113.708=-3.750

op=vertical_lookup_row_list() on unindexed small unique Int

*mean*	66.686-66.686=-0.000
σ	0.000-0.000=0.000
min	66.685
max	66.687

*mean*	7308.000-7261.000=47.000
σ	0.000
min	7308.000-7261.000=47.000
max	7308.000-7261.000=47.000

*mean*	162.658-163.460=-0.801
σ	10.523-4.307=6.216
min	138.708-153.446=-14.738
max	169.079-167.086=1.993

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

op=table_records()

*mean*	11656.836-11656.836=-0.000
σ	4.324-4.324=0.000
min	11655.305
max	11667.538

*mean*	4151.500-4145.375=6.125
σ	1899.928-1891.707=8.221
min	1556.000-1554.000=2.000
max	7308.000-7261.000=47.000

*mean*	5952.929-6641.275=-688.346
σ	1154.680-1118.398=36.282
min	4860.638-4875.012=-14.374
max	7783.369-7865.254=-81.884

op=vertical_lookup_list() on indexed

*mean*	11560.065-11560.065=-0.000
σ	0.001-0.001=0.000
min	11560.064
max	11560.066

*mean*	7308.000-7261.000=47.000
σ	0.000
min	7308.000-7261.000=47.000
max	7308.000-7261.000=47.000

*mean*	4999.931-5762.597=-762.665
σ	1075.482-1560.026=-484.544
min	4318.653-4371.515=-52.862
max	7252.455-8218.334=-965.879

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

op=pointedIndexFromKvs

rows=200000

*mean*	172.559
σ	0.001
min	172.558
max	172.562

*mean*	477.000-478.000=-1.000
σ	0.000
min	477.000-478.000=-1.000
max	477.000-478.000=-1.000

*mean*	359.073-386.394=-27.321
σ	29.149-13.843=15.306
min	305.669-352.582=-46.913
max	390.731-395.667=-4.937

op=pointedIndexFromKvs

rows=400000

*mean*	357.322
σ	0.001
min	357.321
max	357.325

*mean*	558.500-562.000=-3.500
σ	0.926-0.000=0.926
min	558.000-562.000=-4.000
max	560.000-562.000=-2.000

*mean*	720.753-717.676=3.077
σ	77.727-88.792=-11.065
min	592.601-594.040=-1.439
max	793.325-794.955=-1.631

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.374-1008.371=0.002
σ	0.760-0.761=-0.001
min	1007.899-1007.901=-0.003
max	1011.515-1011.517=-0.002

*mean*	1058.200-1056.850=1.350
σ	315.401-315.578=-0.177
min	562.000-563.000=-1.000
max	1528.000

*mean*	1.549-1.561=-0.013
σ	0.069-0.075=-0.006
min	1.492-1.493=-0.001
max	1.768-1.777=-0.009

Parser: Comma Sep

Factor

allocated MiB

peak allocated MiB

time (ms)

name=ambiguous_item.art

*mean*	0.891
σ	0.020
min	0.881
max	0.928

*mean*	402.000
σ	0.000
min	402.000
max	402.000

*mean*	0.414-0.443=-0.029
σ	0.513-0.471=0.042
min	0.147-0.230=-0.083
max	1.325-1.287=0.038

name=error_case.art

*mean*	2.338
σ	0.012
min	2.332
max	2.359

*mean*	402.000
σ	0.000
min	402.000
max	402.000

*mean*	0.475-0.833=-0.358
σ	0.315-0.527=-0.213
min	0.326-0.568=-0.242
max	1.038-1.775=-0.738

name=heavy_item.art

*mean*	1.522
σ	0.002
min	1.520
max	1.524

*mean*	402.000
σ	0.000
min	402.000
max	402.000

*mean*	0.215-0.374=-0.159
σ	0.020-0.035=-0.015
min	0.197-0.344=-0.147
max	0.249-0.435=-0.186

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	402.000
σ	0.000
min	402.000
max	402.000

*mean*	0.329-0.589=-0.260
σ	0.019-0.032=-0.013
min	0.317-0.567=-0.250
max	0.363-0.645=-0.282

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.908
σ	0.011
min	963.902
max	963.926

*mean*	434.800-434.400=0.400
σ	1.643-1.342=0.302
min	432.000
max	436.000-435.000=1.000

*mean*	0.554-0.605=-0.050
σ	0.057-0.085=-0.028
min	0.458-0.549=-0.090
max	0.599-0.753=-0.154

name=cdr_enhanced_4k_loc.art

*mean*	884.884
σ	0.002
min	884.883
max	884.886

*mean*	436.000-435.000=1.000
σ	0.000
min	436.000-435.000=1.000
max	436.000-435.000=1.000

*mean*	0.426-0.483=-0.057
σ	0.030-0.037=-0.006
min	0.382-0.434=-0.051
max	0.455-0.535=-0.080

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*	436.000-435.000=1.000
σ	0.000
min	436.000-435.000=1.000
max	436.000-435.000=1.000

*mean*	2.569-1.948=0.621
σ	0.093-0.079=0.014
min	2.417-1.828=0.589
max	2.878-2.219=0.659

name=record_render_large_syntax_err.art

*mean*	7.655
σ	0.002
min	7.654
max	7.658

*mean*	436.000-435.000=1.000
σ	0.000
min	436.000-435.000=1.000
max	436.000-435.000=1.000

*mean*	2.585-1.934=0.650
σ	0.072-0.067=0.005
min	2.469-1.821=0.648
max	2.861-2.180=0.682

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	436.000-435.000=1.000
σ	0.000
min	436.000-435.000=1.000
max	436.000-435.000=1.000

*mean*	0.307-0.304=0.003
σ	0.009-0.008=0.001
min	0.291-0.289=0.002
max	0.357-0.353=0.004

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	436.000-435.000=1.000
σ	0.000
min	436.000-435.000=1.000
max	436.000-435.000=1.000

*mean*	0.290-0.291=-0.001
σ	0.007-0.007=0.001
min	0.277-0.278=-0.002
max	0.325-0.309=0.015

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.984-297.981=0.003
σ	1.037-1.009=0.028
min	297.564-297.530=0.034
max	300.931-300.841=0.090

*mean*	442.400-443.600=-1.200
σ	15.299-19.051=-3.752
min	418.000-415.000=3.000
max	465.000

*mean*	0.611-0.617=-0.006
σ	0.015-0.014=0.002
min	0.576-0.587=-0.011
max	0.632-0.641=-0.009

Timed compile per phase

Factor

allocated MiB

peak allocated MiB

time (ms)

phase=buildDeclTree

*mean*	222.011-222.011=-0.000
σ	0.000-0.000=-0.000
min	222.011
max	222.011-222.012=-0.000

*mean*	1722.875-1791.000=-68.125
σ	57.734-28.284=29.450
min	1580.000-1721.000=-141.000
max	1745.000-1801.000=-56.000

*mean*	212.785-210.568=2.217
σ	1.825-3.242=-1.417
min	210.011-204.015=5.997
max	215.585-214.244=1.341

phase=macro expansion

*mean*	6.133-6.133=-0.000
σ	0.000
min	6.133-6.133=-0.000
max	6.133-6.133=-0.000

*mean*	1722.875-1791.000=-68.125
σ	57.734-28.284=29.450
min	1580.000-1721.000=-141.000
max	1745.000-1801.000=-56.000

*mean*	11.410-11.828=-0.418
σ	1.556-1.126=0.431
min	9.342-9.551=-0.209
max	12.793-12.497=0.297

phase=parser

*mean*	1041.159-1041.161=-0.002
σ	0.000-0.000=0.000
min	1041.158-1041.160=-0.002
max	1041.159-1041.161=-0.002

*mean*	1722.875-1791.000=-68.125
σ	57.734-28.284=29.450
min	1580.000-1721.000=-141.000
max	1745.000-1801.000=-56.000

*mean*	675.953-699.405=-23.452
σ	91.778-57.122=34.655
min	556.182-563.438=-7.256
max	821.918-756.846=65.072

phase=processProdDef

*mean*	6169.660-6169.658=0.002
σ	0.001-0.001=-0.000
min	6169.659-6169.657=0.002
max	6169.661-6169.659=0.002

*mean*	1743.500-1801.000=-57.500
σ	0.926-0.000=0.926
min	1743.000-1801.000=-58.000
max	1745.000-1801.000=-56.000

*mean*	5136.620-5287.432=-150.812
σ	1120.668-1192.920=-72.252
min	4011.745-3680.175=331.570
max	6821.502-7095.053=-273.551

phase=renaming

*mean*	21.667
σ	0.000
min	21.667
max	21.667

*mean*	1722.875-1791.000=-68.125
σ	57.734-28.284=29.450
min	1580.000-1721.000=-141.000
max	1745.000-1801.000=-56.000

*mean*	43.669-44.775=-1.106
σ	6.514-4.840=1.673
min	30.792-34.441=-3.650
max	50.589-47.612=2.977

phase=type checker

*mean*	958.670
σ	0.066
min	958.573
max	958.760

*mean*	1722.875-1791.000=-68.125
σ	57.734-28.284=29.450
min	1580.000-1721.000=-141.000
max	1745.000-1801.000=-56.000

*mean*	787.076-799.428=-12.352
σ	85.034-57.419=27.615
min	668.644-741.826=-73.182
max	882.981-882.002=0.980

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	292.774-292.773=0.001
σ	0.034-0.036=-0.002
min	292.726-292.724=0.002
max	292.811-292.812=-0.001

*mean*	445.000
σ	0.000
min	445.000
max	445.000

*mean*	0.396-0.401=-0.005
σ	0.002-0.007=-0.005
min	0.394-0.397=-0.002
max	0.399-0.412=-0.013

iters=5

new-facts=1

prior-facts=6402

*mean*	1302.866-1302.880=-0.014
σ	0.087-0.093=-0.005
min	1302.716-1302.717=-0.001
max	1302.942-1302.946=-0.004

*mean*	1099.200-1076.400=22.800
σ	187.656-186.165=1.491
min	840.000-842.000=-2.000
max	1322.000-1323.000=-1.000

*mean*	2.017-2.010=0.008
σ	0.212-0.199=0.013
min	1.760-1.762=-0.002
max	2.233-2.198=0.035

iters=5

new-facts=6402

prior-facts=1

*mean*	1545.907-1545.910=-0.004
σ	4.026-4.022=0.005
min	1543.915-1543.927=-0.012
max	1553.102-1553.098=0.004

*mean*	612.400-612.600=-0.200
σ	77.394-74.090=3.304
min	493.000-496.000=-3.000
max	699.000-691.000=8.000

*mean*	2.274-2.274=-0.000
σ	0.217-0.177=0.040
min	2.136-2.137=-0.001
max	2.659-2.548=0.111

iters=5

new-facts=6402

prior-facts=6402

*mean*	1864.844-1864.845=-0.001
σ	0.026-0.050=-0.024
min	1864.801-1864.788=0.013
max	1864.870-1864.896=-0.026

*mean*	1726.000-1714.000=12.000
σ	191.340-234.338=-42.998
min	1461.000-1429.000=32.000
max	1905.000-2022.000=-117.000

*mean*	2.967-2.920=0.047
σ	0.112-0.065=0.047
min	2.852-2.863=-0.011
max	3.131-3.014=0.117

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.785-1.721=0.064
σ	0.102-0.125=-0.023
min	1.676-1.640=0.035
max	1.928-1.939=-0.011

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	447.754-447.753=0.001
σ	579.111-579.111=-0.000
min	158.197-158.194=0.003
max	1316.420-1316.419=0.000

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	444.000-441.000=3.000
σ	0.000
min	444.000-441.000=3.000
max	444.000-441.000=3.000

*mean*	0.537-0.519=0.018
σ	0.549-0.517=0.033
min	0.260-0.258=0.002
max	1.361-1.294=0.067

policies=20

*mean*	1582.281-1582.285=-0.004
σ	0.358-0.354=0.004
min	1582.032-1582.034=-0.002
max	1582.810-1582.808=0.002

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	448.000-445.500=2.500
σ	4.619-5.196=-0.577
min	444.000-441.000=3.000
max	452.000-450.000=2.000

*mean*	2.630-2.621=0.010
σ	0.059-0.023=0.036
min	2.592-2.597=-0.005
max	2.717-2.647=0.070

policies=200

*mean*	15830.687-15830.815=-0.128
σ	0.146-0.117=0.028
min	15830.528-15830.676=-0.148
max	15830.874-15830.931=-0.058

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	496.250-498.000=-1.750
σ	4.113-5.164=-1.051
min	491.000-492.000=-1.000
max	501.000-504.000=-3.000

*mean*	26.525-26.532=-0.007
σ	0.121-0.188=-0.067
min	26.416-26.284=0.132
max	26.643-26.697=-0.054