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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.615-54.615=-0.000
σ	0.348-0.351=-0.003
min	54.482-54.483=-0.001
max	55.605-55.614=-0.009

*mean*	416.000-417.000=-1.000
σ	0.000
min	416.000-417.000=-1.000
max	416.000-417.000=-1.000

*mean*	0.139-0.138=0.001
σ	0.004-0.004=0.001
min	0.136-0.134=0.002
max	0.148-0.146=0.002

cache=y

dps=1

iters=10

policies=100

*mean*	43.785-43.785=-0.000
σ	0.006-0.008=-0.002
min	43.780-43.772=0.008
max	43.797-43.800=-0.003

*mean*	416.000-417.000=-1.000
σ	0.000
min	416.000-417.000=-1.000
max	416.000-417.000=-1.000

*mean*	0.121-0.119=0.001
σ	0.005-0.004=0.001
min	0.114-0.114=-0.000
max	0.129-0.124=0.005

CSV - indexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=column_set() on indexed

rows=200000

*mean*	36.617-36.617=-0.000
σ	0.002-0.002=0.000
min	36.615
max	36.620

*mean*	4276.375-4168.375=108.000
σ	1964.980-1900.743=64.237
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	12.756-12.768=-0.013
σ	0.272-0.220=0.052
min	12.354-12.487=-0.133
max	13.224-13.159=0.065

iterations=8

operation_display=column_set() on indexed, repeat

rows=200000

*mean*	36.618-36.617=0.000
σ	0.002-0.002=-0.000
min	36.616-36.616=0.000
max	36.620-36.621=-0.001

*mean*	4276.375-4288.750=-12.375
σ	1964.980-1980.768=-15.788
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	13.239-97.152=-83.913
σ	0.393-238.746=-238.352
min	12.412-11.829=0.583
max	13.600-688.014=-674.414

iterations=8

operation_display=table_records(), no indexes

rows=200000

*mean*	41.930-41.930=0.000
σ	0.002-0.002=0.000
min	41.928-41.928=-0.000
max	41.933-41.932=0.000

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	14.927-14.826=0.102
σ	0.676-1.171=-0.495
min	13.402-12.193=1.209
max	15.330-15.748=-0.418

iterations=8

operation_display=table_records(), no indexes, repeat

rows=200000

*mean*	41.929-41.929=0.000
σ	0.002-0.002=0.000
min	41.928-41.928=0.000
max	41.932-41.932=0.000

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	14.123-13.765=0.358
σ	0.823-1.393=-0.570
min	12.775-11.817=0.958
max	15.102-15.617=-0.515

iterations=8

operation_display=table_records(), repeat

rows=200000

*mean*	41.929-41.929=0.000
σ	0.002-0.002=-0.000
min	41.927-41.927=0.000
max	41.932-41.931=0.000

*mean*	4159.875-4168.375=-8.500
σ	1887.434-1900.743=-13.309
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	13.686-13.620=0.066
σ	1.678-1.744=-0.066
min	11.430-10.918=0.512
max	15.654-15.551=0.103

iterations=8

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

rows=200000

*mean*	27.605-27.605=0.000
σ	0.002-0.003=-0.001
min	27.603-27.603=-0.000
max	27.607-27.611=-0.004

*mean*	4159.875-4168.375=-8.500
σ	1887.434-1900.743=-13.309
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	9.044-9.342=-0.298
σ	0.376-0.288=0.089
min	8.463-8.952=-0.489
max	9.784-9.749=0.035

iterations=8

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

rows=200000

*mean*	26.400-26.400=-0.000
σ	0.001-0.002=-0.000
min	26.399-26.399=0.000
max	26.403-26.403=0.000

*mean*	4159.875-4168.375=-8.500
σ	1887.434-1900.743=-13.309
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	6.792-6.805=-0.014
σ	0.207-0.262=-0.054
min	6.432-6.411=0.021
max	6.992-7.144=-0.151

iterations=8

operation_display=vertical_lookup_row_list() on 2 indexed

rows=200000

*mean*	25.666-25.666=0.000
σ	0.002-0.002=-0.000
min	25.664-25.664=0.000
max	25.669-25.669=-0.000

*mean*	4276.375-4288.750=-12.375
σ	1964.980-1980.768=-15.788
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	5.993-6.357=-0.364
σ	0.170-1.029=-0.859
min	5.788-5.723=0.065
max	6.168-8.860=-2.692

iterations=8

operation_display=vertical_lookup_row_list() on 2 indexed, repeat

rows=200000

*mean*	25.661-25.661=0.001
σ	0.002-0.002=0.000
min	25.659-25.659=0.000
max	25.663-25.663=0.000

*mean*	4276.375-4288.750=-12.375
σ	1964.980-1980.768=-15.788
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	5.502-5.916=-0.415
σ	0.164-1.076=-0.913
min	5.155-5.205=-0.050
max	5.726-8.552=-2.826

iterations=8

operation_display=vertical_lookup_row_list() on 3 (1 unindexed)

rows=200000

*mean*	25.969-25.969=0.000
σ	0.003-0.002=0.001
min	25.967
max	25.975-25.971=0.004

*mean*	4276.375-4288.750=-12.375
σ	1964.980-1980.768=-15.788
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	5.603-5.937=-0.334
σ	0.262-1.167=-0.905
min	5.190-5.216=-0.026
max	6.038-8.788=-2.750

iterations=8

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

rows=200000

*mean*	25.968-25.968=-0.000
σ	0.002-0.002=-0.000
min	25.967
max	25.971-25.971=-0.000

*mean*	4276.375-4288.750=-12.375
σ	1964.980-1980.768=-15.788
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	5.522-5.771=-0.249
σ	0.350-1.042=-0.693
min	5.112-5.007=0.105
max	6.224-8.275=-2.050

CSV - loading a lazy table

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=load_product(), no indexes

rows=200000

*mean*	2524.596-2524.596=0.000
σ	0.002-0.002=-0.000
min	2524.594-2524.594=0.000
max	2524.598-2524.597=0.000

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	1388.230-1184.660=203.570
σ	540.395-395.133=145.262
min	1030.909-1039.135=-8.226
max	2314.891-2162.489=152.402

iterations=8

operation_display=load_product(), with indexes

rows=200000

*mean*	8744.560-8744.561=-0.001
σ	0.041-0.041=-0.000
min	8744.545-8744.545=-0.000
max	8744.661-8744.662=-0.001

*mean*	3587.625-3597.125=-9.500
σ	1808.418-1820.485=-12.066
min	1073.000-1075.000=-2.000
max	5806.000-5839.000=-33.000

*mean*	4390.932-5003.826=-612.894
σ	1178.888-1612.064=-433.176
min	3530.312-3533.942=-3.630
max	5981.180-7168.683=-1187.503

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=column_set() on unindexed, dense

rows=200000

*mean*	62.076-62.077=-0.001
σ	0.001-0.002=-0.001
min	62.076-62.076=0.000
max	62.080-62.080=-0.000

*mean*	4159.875-4168.375=-8.500
σ	1887.434-1900.743=-13.309
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	80.312-79.867=0.445
σ	10.235-9.503=0.732
min	71.383-71.860=-0.477
max	102.347-99.213=3.134

iterations=8

operation_display=column_set() on unindexed, dense, repeat

rows=200000

*mean*	62.077-62.077=-0.000
σ	0.002-0.002=0.000
min	62.076
max	62.080-62.080=0.000

*mean*	4159.875-4168.375=-8.500
σ	1887.434-1900.743=-13.309
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	80.623-80.614=0.010
σ	10.424-9.821=0.603
min	71.149-71.306=-0.156
max	102.761-100.401=2.360

iterations=8

operation_display=vertical_lookup_list() on unindexed missing Int

rows=200000

*mean*	40.945-40.944=0.000
σ	0.002-0.001=0.001
min	40.943-40.943=-0.000
max	40.949-40.947=0.001

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	103.768-101.729=2.039
σ	7.445-10.621=-3.175
min	89.393-79.639=9.754
max	108.917-107.729=1.188

iterations=8

operation_display=vertical_lookup_list() on unindexed missing Int, repeat

rows=200000

*mean*	40.945-40.946=-0.000
σ	0.002-0.002=-0.000
min	40.943-40.944=-0.000
max	40.947

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	103.678-101.867=1.812
σ	7.496-10.711=-3.215
min	88.677-79.459=9.218
max	108.587-107.961=0.626

iterations=8

operation_display=vertical_lookup_list() on unindexed unique Int near end

rows=200000

*mean*	40.950-40.950=0.000
σ	0.002-0.002=0.001
min	40.949-40.949=-0.000
max	40.954-40.953=0.002

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	106.398-103.776=2.621
σ	6.368-9.047=-2.679
min	94.840-85.830=9.010
max	113.219-110.584=2.635

iterations=8

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

rows=200000

*mean*	40.950-40.951=-0.001
σ	0.002-0.002=-0.000
min	40.949-40.949=-0.000
max	40.952-40.953=-0.000

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	103.821-102.070=1.751
σ	7.405-10.591=-3.186
min	89.093-80.178=8.915
max	108.708-108.446=0.263

iterations=8

operation_display=vertical_lookup_row_list() on unindexed small unique Int

rows=200000

*mean*	66.687-66.687=0.000
σ	0.002-0.002=-0.000
min	66.685-66.685=0.000
max	66.690-66.690=-0.000

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	219.949-215.861=4.088
σ	170.859-167.636=3.223
min	137.908-127.546=10.362
max	641.928-629.183=12.745

iterations=8

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

rows=200000

*mean*	66.686-66.687=-0.000
σ	0.001-0.002=-0.000
min	66.685
max	66.689-66.690=-0.000

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	154.706-152.469=2.237
σ	19.466-20.788=-1.323
min	114.356-116.649=-2.292
max	169.508-168.834=0.674

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=table_records()

rows=200000

*mean*	11656.833-11656.833=0.001
σ	4.319-4.318=0.001
min	11655.305
max	11667.523-11667.520=0.004

*mean*	4159.875-4168.375=-8.500
σ	1887.434-1900.743=-13.309
min	1550.000-1547.000=3.000
max	7167.000-7201.000=-34.000

*mean*	6329.848-6739.507=-409.659
σ	1252.394-1188.797=63.597
min	4877.934-4901.190=-23.256
max	8206.452-8202.909=3.543

iterations=8

operation_display=vertical_lookup_list() on indexed

rows=200000

*mean*	11560.066-11560.065=0.000
σ	0.002-0.001=0.000
min	11560.064
max	11560.069-11560.069=0.001

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	5860.248-5576.154=284.094
σ	1363.813-1049.486=314.327
min	4404.797-4399.572=5.225
max	7714.720-7197.061=517.659

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=pointedIndexFromKvs

rows=200000

*mean*	172.659-172.666=-0.007
σ	0.014-0.012=0.001
min	172.636-172.651=-0.015
max	172.677-172.686=-0.009

*mean*	487.000-489.000=-2.000
σ	0.000
min	487.000-489.000=-2.000
max	487.000-489.000=-2.000

*mean*	375.739-403.230=-27.491
σ	43.176-28.146=15.030
min	312.128-354.560=-42.432
max	421.691-423.542=-1.851

iterations=8

operation_display=pointedIndexFromKvs

rows=400000

*mean*	357.467-357.464=0.003
σ	0.157-0.157=0.000
min	357.321
max	357.631-357.675=-0.043

*mean*	564.000
σ	0.000
min	564.000
max	564.000

*mean*	804.015-785.250=18.765
σ	8.724-43.436=-34.712
min	796.129-704.640=91.489
max	819.375-817.378=1.997

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.084-1008.083=0.000
σ	0.760-0.760=-0.000
min	1007.609-1007.609=-0.000
max	1011.227-1011.227=-0.001

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	1.503-1.514=-0.011
σ	0.114-0.127=-0.013
min	1.377-1.392=-0.016
max	1.731-1.841=-0.110

Parser: Comma Sep

Factor

allocated MiB

peak allocated MiB

time (ms)

name=ambiguous_item.art

*mean*	0.884-0.884=0.000
σ	0.003-0.003=0.000
min	0.881
max	0.887-0.887=-0.000

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.461-0.195=0.266
σ	0.181-0.097=0.084
min	0.324-0.138=0.186
max	0.762-0.368=0.394

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*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.900-0.471=0.429
σ	0.159-0.216=-0.057
min	0.800-0.333=0.467
max	1.181-0.831=0.350

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*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.528-0.536=-0.009
σ	0.048-0.044=0.004
min	0.493-0.494=-0.001
max	0.612-0.612=0.001

name=nested_use.art

*mean*	2.355
σ	0.002
min	2.355
max	2.358

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.834-0.844=-0.010
σ	0.048-0.035=0.013
min	0.794-0.823=-0.029
max	0.913-0.905=0.007

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.551-963.548=0.003
σ	0.023-0.028=-0.005
min	963.535-963.523=0.012
max	963.588-963.585=0.003

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.796-0.778=0.018
σ	0.048-0.096=-0.048
min	0.747-0.646=0.100
max	0.843-0.860=-0.017

name=cdr_enhanced_4k_loc.art

*mean*	884.854-884.853=0.001
σ	0.009-0.005=0.004
min	884.847
max	884.867-884.860=0.008

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.586-0.738=-0.152
σ	0.073-0.002=0.072
min	0.500-0.736=-0.236
max	0.643-0.740=-0.096

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*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	3.552-4.247=-0.695
σ	0.092-0.087=0.005
min	3.366-4.088=-0.722
max	3.904-4.517=-0.612

name=record_render_large_syntax_err.art

*mean*	7.655-7.655=0.000
σ	0.002-0.002=0.000
min	7.654
max	7.658

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	3.570-4.218=-0.648
σ	0.082-0.065=0.018
min	3.428-4.104=-0.676
max	3.834-4.456=-0.622

name=record_render_success.art

*mean*	2.288-2.288=0.000
σ	0.002-0.002=-0.000
min	2.287
max	2.291

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.538-0.745=-0.207
σ	0.022-0.016=0.006
min	0.510-0.710=-0.200
max	0.696-0.840=-0.145

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.517-0.707=-0.189
σ	0.032-0.015=0.017
min	0.491-0.673=-0.182
max	0.764-0.788=-0.024

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.398-297.419=-0.021
σ	0.161-0.246=-0.085
min	297.272-297.244=0.029
max	297.815-298.080=-0.265

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.577-0.584=-0.006
σ	0.056-0.050=0.005
min	0.508-0.522=-0.014
max	0.706-0.702=0.004

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.727-289.728=-0.001
σ	0.034-0.031=0.003
min	289.683-289.687=-0.004
max	289.776-289.772=0.003

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.390-0.391=-0.000
σ	0.002-0.003=-0.000
min	0.387-0.388=-0.001
max	0.392-0.395=-0.003

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.637-1299.637=-0.000
σ	0.103-0.093=0.009
min	1299.511-1299.522=-0.011
max	1299.777-1299.756=0.021

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	1.992-1.890=0.102
σ	0.178-0.085=0.093
min	1.817-1.807=0.010
max	2.200-2.015=0.185

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.614-1542.622=-0.008
σ	4.040-4.061=-0.022
min	1540.605-1540.596=0.009
max	1549.832-1549.878=-0.046

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	2.212-2.283=-0.070
σ	0.101-0.225=-0.124
min	2.129-2.125=0.004
max	2.371-2.644=-0.273

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.598-1861.594=0.003
σ	0.052-0.035=0.017
min	1861.531-1861.556=-0.025
max	1861.657-1861.639=0.018

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	3.030-2.987=0.042
σ	0.211-0.264=-0.053
min	2.843-2.667=0.175
max	3.394-3.348=0.046

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.494-1.661=-0.167
σ	0.436-0.239=0.198
min	1.019-1.315=-0.296
max	1.942-1.917=0.025

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.149-446.145=0.003
σ	577.067-577.064=0.004
min	157.614-157.608=0.006
max	1311.749-1311.741=0.009

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	0.551-0.550=0.001
σ	0.547-0.549=-0.002
min	0.269-0.269=-0.000
max	1.372-1.373=-0.002

policies=20

*mean*	1576.408-1576.404=0.004
σ	0.351-0.357=-0.006
min	1576.177-1576.164=0.014
max	1576.929-1576.933=-0.004

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	2.637-2.648=-0.011
σ	0.041-0.009=0.032
min	2.600-2.637=-0.037
max	2.685-2.657=0.028

policies=200

*mean*	15772.213-15772.146=0.067
σ	0.066-0.136=-0.070
min	15772.120-15771.984=0.136
max	15772.264-15772.290=-0.026

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	7167.000-7201.000=-34.000
σ	0.000
min	7167.000-7201.000=-34.000
max	7167.000-7201.000=-34.000

*mean*	26.696-26.516=0.180
σ	0.319-0.106=0.213
min	26.412-26.395=0.017
max	27.081-26.646=0.435