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grey: no significant change wrt stddev
red: change exceeding max stddev
purple: some change, not seemingly significant

AST compact size (buildDeclTree)

Factorcompact size MiB
phase=buildDeclTree
mean0.203
σ0.000
min0.203
max0.203

AST compact size (macro expansion)

Factorcompact size MiB
phase=macro expansion
mean5.301
σ0.000
min5.301
max5.301

AST compact size (parser)

Factorcompact size MiB
phase=parser
mean5.176
σ0.000
min5.176
max5.176

AST compact size (processProdDef)

Factorcompact size MiB
phase=processProdDef
mean558.664
σ0.000
min558.664
max558.664

AST compact size (renaming)

Factorcompact size MiB
phase=renaming
mean5.488
σ0.000
min5.488
max5.488

AST compact size (type checker)

Factorcompact size MiB
phase=type checker
mean6.645
σ0.000
min6.645
max6.645

Aggregation: measureAggregations

Factorallocated MiBpeak allocated MiBtime_s
cache=n
dps=1
iters=10
policies=100
mean54.880-54.881=-0.000
σ0.361-0.358=0.003
min54.743
max55.906-55.899=0.008
mean420.000-416.700=3.300
σ0.000-0.483=-0.483
min420.000-416.000=4.000
max420.000-417.000=3.000
mean0.141-0.139=0.001
σ0.006-0.004=0.002
min0.134-0.135=-0.001
max0.153-0.146=0.007
cache=y
dps=1
iters=10
policies=100
mean43.849-43.849=-0.000
σ0.005-0.005=-0.000
min43.842-43.841=0.000
max43.858-43.858=-0.000
mean420.000-417.000=3.000
σ0.000
min420.000-417.000=3.000
max420.000-417.000=3.000
mean0.122-0.123=-0.001
σ0.005-0.004=0.001
min0.115-0.118=-0.002
max0.132-0.132=-0.000

CSV - indexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on indexed
mean36.618-36.618=-0.000
σ0.002-0.002=-0.000
min36.616
max36.620-36.620=0.000
mean4028.375-4042.000=-13.625
σ2000.321-2008.521=-8.200
min1217.000-1215.000=2.000
max7129.000-7146.000=-17.000
mean12.875-12.902=-0.027
σ0.479-0.275=0.204
min12.322-12.540=-0.218
max13.581-13.319=0.262
op=column_set() on indexed, repeat
mean36.618-36.618=0.000
σ0.002-0.002=-0.000
min36.616-36.616=0.000
max36.620-36.620=-0.000
mean4028.375-4042.000=-13.625
σ2000.321-2008.521=-8.200
min1217.000-1215.000=2.000
max7129.000-7146.000=-17.000
mean12.586-12.820=-0.234
σ0.563-0.805=-0.241
min11.899-11.760=0.138
max13.341-13.678=-0.337
op=table_records(), no indexes
mean41.930-41.930=0.000
σ0.002-0.002=0.000
min41.928-41.928=0.000
max41.933-41.932=0.001
mean7129.000-7146.000=-17.000
σ0.000
min7129.000-7146.000=-17.000
max7129.000-7146.000=-17.000
mean14.734-14.931=-0.197
σ1.304-0.080=1.224
min11.845-14.807=-2.962
max15.639-15.036=0.602
op=table_records(), repeat
mean41.929-41.930=-0.001
σ0.002-0.002=-0.000
min41.927
max41.931-41.932=-0.001
mean4028.375-4042.000=-13.625
σ2000.321-2008.521=-8.200
min1217.000-1215.000=2.000
max7129.000-7146.000=-17.000
mean13.601-13.604=-0.003
σ1.947-2.071=-0.124
min11.115-11.208=-0.093
max15.664-16.369=-0.705
op=vertical_lookup_list() on indexed, after table_records()
mean27.654-27.653=0.001
σ0.136-0.136=-0.000
min27.604-27.604=0.000
max27.991-27.991=0.000
mean4028.375-4042.000=-13.625
σ2000.321-2008.521=-8.200
min1217.000-1215.000=2.000
max7129.000-7146.000=-17.000
mean9.005-9.294=-0.289
σ0.273-1.402=-1.129
min8.473-8.283=0.190
max9.388-12.698=-3.309
op=vertical_lookup_list() on indexed, after table_records(), repeat
mean26.401-26.401=-0.000
σ0.002-0.002=0.000
min26.400-26.400=-0.000
max26.404
mean4028.375-4042.000=-13.625
σ2000.321-2008.521=-8.200
min1217.000-1215.000=2.000
max7129.000-7146.000=-17.000
mean6.880-7.398=-0.518
σ0.200-1.210=-1.010
min6.522-6.656=-0.134
max7.115-10.331=-3.216
op=vertical_lookup_row_list() on 2 indexed
mean25.668-25.668=-0.000
σ0.004-0.004=0.000
min25.665
max25.678-25.677=0.000
mean4028.375-4042.000=-13.625
σ2000.321-2008.521=-8.200
min1217.000-1215.000=2.000
max7129.000-7146.000=-17.000
mean5.815-5.998=-0.183
σ0.147-0.135=0.012
min5.655-5.807=-0.152
max6.069-6.205=-0.136
op=vertical_lookup_row_list() on 3 (1 unindexed)
mean25.970-25.970=-0.000
σ0.002-0.002=0.000
min25.969-25.969=-0.000
max25.972
mean4028.375-4042.000=-13.625
σ2000.321-2008.521=-8.200
min1217.000-1215.000=2.000
max7129.000-7146.000=-17.000
mean5.709-5.805=-0.096
σ0.140-0.059=0.081
min5.558-5.705=-0.147
max5.973-5.893=0.081

CSV - loading a lazy table

Factorallocated MiBpeak allocated MiBtime (ms)
op=load_product(), no indexes
mean1021.613
σ0.002
min1021.612
max1021.616
mean7129.000-7146.000=-17.000
σ0.000
min7129.000-7146.000=-17.000
max7129.000-7146.000=-17.000
mean346.449-372.984=-26.535
σ2.796-80.763=-77.968
min341.809-341.902=-0.093
max349.152-572.797=-223.646
op=load_product(), with indexes
mean7917.793-7917.793=-0.000
σ0.469-0.469=0.000
min7917.625-7917.625=0.000
max7918.954
mean3262.625-3273.625=-11.000
σ1813.210-1824.250=-11.039
min810.000-809.000=1.000
max5596.000-5620.000=-24.000
mean3599.841-3597.095=2.746
σ1071.242-1097.146=-25.904
min3061.564-3061.048=0.516
max6062.403-6145.956=-83.553

CSV - unindexed operations

Factorallocated MiBpeak allocated MiBtime (ms)
op=column_set() on unindexed, dense
mean62.077-62.077=-0.000
σ0.002-0.002=-0.000
min62.076-62.076=-0.000
max62.080-62.080=-0.000
mean4028.375-4042.000=-13.625
σ2000.321-2008.521=-8.200
min1217.000-1215.000=2.000
max7129.000-7146.000=-17.000
mean83.571-83.317=0.254
σ14.691-18.464=-3.774
min70.426-70.584=-0.158
max108.082-125.572=-17.490
op=vertical_lookup_list() on unindexed missing Int
mean40.946-40.946=0.000
σ0.002-0.002=0.000
min40.945
max40.950-40.950=0.000
mean7129.000-7146.000=-17.000
σ0.000
min7129.000-7146.000=-17.000
max7129.000-7146.000=-17.000
mean174.027-60.719=113.308
σ316.765-0.545=316.221
min61.022-60.110=0.912
max957.976-61.354=896.621
op=vertical_lookup_row_list() on unindexed small unique Int
mean66.688
σ0.002-0.002=-0.000
min66.686
max66.691-66.691=-0.000
mean7129.000-7146.000=-17.000
σ0.000
min7129.000-7146.000=-17.000
max7129.000-7146.000=-17.000
mean103.335-100.354=2.982
σ8.777-0.661=8.116
min98.909-99.818=-0.909
max124.408-101.760=22.648

CSV - warmup

Factorallocated MiBpeak allocated MiBtime (ms)
op=table_records()
mean14217.171-14217.171=-0.000
σ4.304-4.303=0.000
min14215.576
max14227.820
mean4028.375-4042.000=-13.625
σ2000.321-2008.521=-8.200
min1217.000-1215.000=2.000
max7129.000-7146.000=-17.000
mean8049.131-7684.631=364.500
σ1918.237-1843.392=74.845
min5939.215-5969.847=-30.632
max10687.230-10241.372=445.858
op=vertical_lookup_list() on indexed
mean13159.109
σ0.002
min13159.106
max13159.110
mean7129.000-7146.000=-17.000
σ0.000
min7129.000-7146.000=-17.000
max7129.000-7146.000=-17.000
mean5234.096-5097.107=136.989
σ639.869-201.810=438.058
min4963.511-4968.422=-4.911
max6812.923-5494.609=1318.314

CSV internal benchmark: pointedIndexFromKvs

Factorallocated MiBpeak allocated MiBtime (ms)
op=pointedIndexFromKvs
rows=200000
mean172.559
σ0.001
min172.558
max172.562
mean478.000-477.000=1.000
σ0.000
min478.000-477.000=1.000
max478.000-477.000=1.000
mean385.635-383.818=1.817
σ17.467-16.624=0.842
min342.550-343.087=-0.537
max392.832-392.526=0.306
op=pointedIndexFromKvs
rows=400000
mean357.322
σ0.001
min357.321
max357.325
mean560.000
σ0.000
min560.000
max560.000
mean737.608-777.606=-39.998
σ79.977-25.413=54.565
min580.030-732.247=-152.217
max793.321-815.585=-22.263

Marine Hull: transactPolicy

Factorallocated MiBpeak allocated MiBtime
datapoints=1
iterations=20
mean1024.300-1024.297=0.003
σ0.759-0.758=0.000
min1023.826-1023.825=0.001
max1027.437-1027.434=0.003
mean1062.300-1036.450=25.850
σ316.279-302.970=13.310
min597.000-552.000=45.000
max1567.000-1459.000=108.000
mean1.596-1.571=0.025
σ0.127-0.080=0.047
min1.516-1.501=0.015
max2.084-1.799=0.285

Parser: Comma Sep

Factorallocated MiBpeak allocated MiBtime (ms)
name=ambiguous_item.art
mean0.913
σ0.020
min0.903
max0.949
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.319-0.405=-0.087
σ0.335-0.511=-0.176
min0.149-0.144=0.005
max0.915-1.316=-0.401
name=error_case.art
mean2.339
σ0.012
min2.333
max2.361
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.422-0.470=-0.048
σ0.199-0.313=-0.114
min0.319-0.315=0.004
max0.778-1.030=-0.253
name=heavy_item.art
mean1.522
σ0.002
min1.521
max1.525
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.277-0.217=0.059
σ0.133-0.020=0.113
min0.206-0.196=0.010
max0.514-0.251=0.263
name=nested_use.art
mean2.357
σ0.002
min2.356
max2.360
mean401.000-402.000=-1.000
σ0.000
min401.000-402.000=-1.000
max401.000-402.000=-1.000
mean0.346-0.328=0.018
σ0.019-0.018=0.002
min0.328-0.307=0.021
max0.375-0.356=0.019

Parser: Real World

Factorallocated MiBpeak allocated MiBtime (sec)
name=aon_gpf25_7k_loc.art
mean964.840
σ0.011
min964.835
max964.859
mean430.800-435.600=-4.800
σ1.789-5.079=-3.291
min430.000-431.000=-1.000
max434.000-441.000=-7.000
mean0.538-0.571=-0.033
σ0.058-0.027=0.032
min0.484-0.541=-0.057
max0.606-0.609=-0.003
name=cdr_enhanced_4k_loc.art
mean885.820
σ0.002
min885.819
max885.823
mean442.000-441.000=1.000
σ0.000
min442.000-441.000=1.000
max442.000-441.000=1.000
mean0.490-0.459=0.031
σ0.048-0.029=0.019
min0.409-0.428=-0.019
max0.523-0.506=0.017

Parser: Record Parsing

Factorallocated MiBpeak allocated MiBtime (ms)
name=record_render_large_success.art
mean7.709
σ0.002
min7.708
max7.712
mean442.000-441.000=1.000
σ0.000
min442.000-441.000=1.000
max442.000-441.000=1.000
mean2.637-2.588=0.049
σ0.102-0.076=0.026
min2.439-2.439=0.000
max2.991-2.884=0.106
name=record_render_large_syntax_err.art
mean7.657
σ0.002
min7.656
max7.660
mean442.000-441.000=1.000
σ0.000
min442.000-441.000=1.000
max442.000-441.000=1.000
mean2.582-2.557=0.025
σ0.068-0.078=-0.010
min2.471-2.435=0.036
max2.800-2.889=-0.089
name=record_render_success.art
mean2.289
σ0.002
min2.289
max2.293
mean442.000-441.000=1.000
σ0.000
min442.000-441.000=1.000
max442.000-441.000=1.000
mean0.313-0.315=-0.002
σ0.047-0.041=0.005
min0.293-0.296=-0.003
max0.762-0.704=0.058
name=record_render_syntax_err.art
mean2.165
σ0.002
min2.164
max2.168
mean442.000-441.000=1.000
σ0.000
min442.000-441.000=1.000
max442.000-441.000=1.000
mean0.296-0.297=-0.001
σ0.011-0.009=0.002
min0.284-0.286=-0.002
max0.372-0.334=0.038

SoV import

Factorallocated MiBpeak allocated MiBtime_s
iters=10
rows=1000
mean298.672-298.603=0.068
σ0.996-1.058=-0.062
min298.277-298.205=0.072
max301.501-301.609=-0.108
mean445.100-440.600=4.500
σ18.021-13.745=4.276
min418.000-417.000=1.000
max469.000-461.000=8.000
mean0.606-0.593=0.013
σ0.014-0.028=-0.014
min0.576-0.545=0.031
max0.632-0.631=0.001

Timed compile per phase

Factorallocated MiBpeak allocated MiBtime (ms)
phase=buildDeclTree
mean236.678-236.681=-0.004
σ0.000-0.000=0.000
min236.678-236.681=-0.004
max236.678-236.682=-0.004
mean956.875-1068.625=-111.750
σ20.153-26.517=-6.364
min907.000-1003.000=-96.000
max964.000-1078.000=-114.000
mean211.762-212.635=-0.873
σ3.722-3.797=-0.075
min208.305-206.381=1.923
max219.749-218.333=1.416
phase=macro expansion
mean6.130-6.133=-0.004
σ0.000
min6.130-6.133=-0.004
max6.130-6.133=-0.004
mean956.875-1068.625=-111.750
σ20.153-26.517=-6.364
min907.000-1003.000=-96.000
max964.000-1078.000=-114.000
mean8.882-10.138=-1.256
σ1.995-2.157=-0.162
min6.468-6.234=0.234
max12.698-13.068=-0.370
phase=parser
mean1042.363-1042.363=0.000
σ0.000-0.000=0.000
min1042.363-1042.363=0.000
max1042.363-1042.363=0.000
mean956.875-1068.625=-111.750
σ20.153-26.517=-6.364
min907.000-1003.000=-96.000
max964.000-1078.000=-114.000
mean523.047-560.029=-36.982
σ114.885-143.070=-28.185
min409.792-381.204=28.588
max730.417-830.891=-100.474
phase=processProdDef
mean4850.768-4850.763=0.004
σ0.000
min4850.768-4850.763=0.004
max4850.768-4850.763=0.004
mean964.000-1078.000=-114.000
σ0.000
min964.000-1078.000=-114.000
max964.000-1078.000=-114.000
mean4910.370-4681.947=228.422
σ502.277-757.144=-254.867
min4235.382-3461.985=773.397
max5483.510-5508.687=-25.177
phase=renaming
mean21.671
σ0.000
min21.671
max21.671
mean956.875-1068.625=-111.750
σ20.153-26.517=-6.364
min907.000-1003.000=-96.000
max964.000-1078.000=-114.000
mean33.459-39.729=-6.270
σ9.904-9.763=0.141
min19.989-20.524=-0.535
max47.264-52.331=-5.067
phase=type checker
mean990.454-990.450=0.004
σ0.071
min990.348-990.344=0.004
max990.567-990.563=0.004
mean956.875-1068.625=-111.750
σ20.153-26.517=-6.364
min907.000-1003.000=-96.000
max964.000-1078.000=-114.000
mean773.084-782.893=-9.809
σ127.390-165.434=-38.045
min649.600-649.837=-0.237
max1011.851-1127.066=-115.215

Workflow: transactPolicy

Factorallocated MiBpeak allocated MiBtime
iters=5
new-facts=1
prior-facts=1
mean293.817-293.821=-0.004
σ0.038-0.038=0.000
min293.767-293.768=-0.001
max293.857-293.860=-0.003
mean439.800-443.400=-3.600
σ1.095-0.548=0.548
min439.000-443.000=-4.000
max441.000-444.000=-3.000
mean0.394-0.395=-0.001
σ0.003-0.010=-0.006
min0.391-0.388=0.003
max0.399-0.412=-0.013
iters=5
new-facts=1
prior-facts=6402
mean1320.171-1320.218=-0.048
σ0.089-0.043=0.045
min1320.091-1320.147=-0.056
max1320.313-1320.251=0.062
mean1084.600-1067.200=17.400
σ198.827-166.588=32.239
min837.000-843.000=-6.000
max1335.000-1272.000=63.000
mean2.090-2.299=-0.209
σ0.035-0.188=-0.153
min2.034-2.159=-0.124
max2.126-2.628=-0.501
iters=5
new-facts=6402
prior-facts=1
mean1560.623-1560.606=0.018
σ6.173-6.231=-0.057
min1557.660-1557.585=0.075
max1571.662-1571.746=-0.084
mean623.800-619.000=4.800
σ87.391-82.741=4.651
min518.000-494.000=24.000
max736.000-716.000=20.000
mean2.302-2.296=0.006
σ0.213-0.213=-0.001
min2.143-2.158=-0.015
max2.658-2.668=-0.010
iters=5
new-facts=6402
prior-facts=6402
mean1882.180-1882.174=0.006
σ0.068-0.058=0.010
min1882.095-1882.111=-0.016
max1882.261-1882.251=0.011
mean1731.000-1701.400=29.600
σ174.395-255.696=-81.301
min1487.000-1402.000=85.000
max1894.000-2055.000=-161.000
mean3.158-2.954=0.205
σ0.277-0.129=0.148
min2.944-2.760=0.184
max3.615-3.106=0.509

newProductH/cdr_auton/broker

Factortime_s
iterations=5
mean1.680-1.738=-0.058
σ0.232-0.261=-0.029
min1.339-1.356=-0.018
max1.847-1.961=-0.115

policy addition benchmark

Factorallocated MiBdb queriespeak allocated MiBtime
policies=2
mean452.083-452.080=0.003
σ582.725-582.722=0.003
min160.716-160.718=-0.002
max1326.171-1326.163=0.008
mean102.250
σ8.500
min98.000
max115.000
mean441.000-442.000=-1.000
σ0.000
min441.000-442.000=-1.000
max441.000-442.000=-1.000
mean0.537-0.532=0.005
σ0.520-0.531=-0.011
min0.269-0.265=0.004
max1.316-1.328=-0.012
policies=20
mean1607.483-1607.508=-0.025
σ0.405-0.410=-0.005
min1607.220-1607.230=-0.009
max1608.086-1608.115=-0.029
mean980.000
σ0.000
min980.000
max980.000
mean444.500-449.000=-4.500
σ7.000-8.083=-1.083
min441.000-442.000=-1.000
max455.000-456.000=-1.000
mean2.678-2.693=-0.015
σ0.022-0.015=0.007
min2.658-2.672=-0.014
max2.710-2.705=0.005
policies=200
mean16083.277-16083.330=-0.053
σ0.107-0.180=-0.073
min16083.183-16083.213=-0.030
max16083.430-16083.599=-0.168
mean9800.000
σ0.000
min9800.000
max9800.000
mean495.500-498.250=-2.750
σ4.123-5.058=-0.935
min490.000-492.000=-2.000
max500.000-504.000=-4.000
mean26.987-27.048=-0.061
σ0.044-0.058=-0.014
min26.940-26.969=-0.029
max27.045-27.096=-0.051