completed: containers, simresult, and test updates

[mstraut]

5/5/2023

[github-actions[bot]]

Thank you for opening this PR. Each PR into dev requires a code review. For the code review, look at the following:

• [ ] Reviewer (someone other than author) should look for bugs, efficiency, readability, testing, and coverage in examples (if relevant).
• [ ] Ensure that each PR adding a new feature should include a test verifying that feature.
• [ ] All errors from static analysis must be resolved.
• [ ] Review the test coverage reports (if there is a change) - will be added as comment on PR if there is a change
• [ ] Review the software benchmarking results (if there is a change) - will be added as comment on PR
• [ ] Any added dependencies are included in requirements.txt, setup.py, and dev_guide.rst (this document)
• [ ] All warnings from static analysis must be reviewed and resolved - if deemed appropriate.

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.1688942
import thrown object	0.6307466000000002
model initialization	0.16983400000000004
set noise	0.7905057000000002
simulate	0.41376550000000023
simulate with saving	1.3234873999999999
simulate with saving, dt	1.4122969999999997
simulate with printing results, dt	1.8491702000000005
Plot results	21.4408717
Metrics	0.04769589999999724
Surrogate Model Generation	4.379669400000001
surrogate sim	1.6106236999999979
surrogate sim, dt	3.9738390999999993

To:

Test	Time (s)
import main	0.17378380000000004
import thrown object	0.6170778999999997
model initialization	2.9591431999999998
set noise	0.7763596999999995
simulate	15.329666200000002
simulate with saving	36.28476499999999
simulate with saving, dt	54.6860944
simulate with printing results, dt	66.9489459
Plot results	21.346808699999997
Metrics	0.05045189999998456
Surrogate Model Generation	69.4914096
surrogate sim	36.03887020000002
surrogate sim, dt	125.99130730000002

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.1287625
import thrown object	0.5040186
model initialization	0.12327700000000008
set noise	0.6240432000000002
simulate	0.3091917999999998
simulate with saving	0.9640062
simulate with saving, dt	1.0747350000000004
simulate with printing results, dt	1.293278
Plot results	14.988108099999998
Metrics	0.039014500000000396
Surrogate Model Generation	3.2565142000000016
surrogate sim	1.1110831999999995
surrogate sim, dt	3.0210884999999976

To:

Test	Time (s)
import main	0.12838530000000015
import thrown object	0.5025163000000001
model initialization	2.0494181
set noise	0.6452711000000004
simulate	10.6873936
simulate with saving	24.7461604
simulate with saving, dt	38.7417398
simulate with printing results, dt	45.41405839999999
Plot results	15.332148900000007
Metrics	0.040965700000015204
Surrogate Model Generation	46.837524900000005
surrogate sim	24.47898329999998
surrogate sim, dt	82.93904300000003

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.15223450000000005
import thrown object	0.5986568999999999
model initialization	0.14834819999999982
set noise	0.7223990000000002
simulate	0.37143400000000026
simulate with saving	1.2260554
simulate with saving, dt	1.3918651999999998
simulate with printing results, dt	1.6920036000000005
Plot results	21.391778
Metrics	0.044712600000000435
Surrogate Model Generation	4.584827399999998
surrogate sim	1.8058960999999982
surrogate sim, dt	4.190774600000005

To:

Test	Time (s)
import main	0.17110479999999995
import thrown object	0.6214203
model initialization	3.0529458000000003
set noise	0.8630487999999996
simulate	16.0231513
simulate with saving	36.79509779999999
simulate with saving, dt	56.68528620000001
simulate with printing results, dt	65.55630949999998
Plot results	22.48542169999999
Metrics	0.05446329999998056
Surrogate Model Generation	69.3542176
surrogate sim	38.1561251
surrogate sim, dt	125.12926580000004

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.16423140000000003
import thrown object	0.6042523000000002
model initialization	0.1416082999999997
set noise	0.7687653000000001
simulate	0.3431025000000001
simulate with saving	1.0760266
simulate with saving, dt	1.1899463
simulate with printing results, dt	1.4363791000000008
Plot results	17.861935199999998
Metrics	0.04242239999999953
Surrogate Model Generation	3.7657386000000024
surrogate sim	1.245507100000001
surrogate sim, dt	3.4014394000000046

To:

Test	Time (s)
import main	0.16217559999999986
import thrown object	0.6122855
model initialization	0.14182000000000006
set noise	0.7637155
simulate	0.3559413
simulate with saving	1.1035187999999998
simulate with saving, dt	1.2476507000000003
simulate with printing results, dt	1.4970346
Plot results	17.603295
Metrics	0.04591639999999941
Surrogate Model Generation	25.3002432
surrogate sim	1.286413599999996
surrogate sim, dt	3.4666157000000055

[codecov-commenter]

Codecov Report

Merging #527 (2e8c658) into dev (569b6d1) will decrease coverage by 0.17%. The diff coverage is 83.84%.

@@            Coverage Diff             @@
##              dev     #527      +/-   ##
==========================================
- Coverage   84.65%   84.48%   -0.17%     
==========================================
  Files          34       34              
  Lines        2515     2585      +70     
==========================================
+ Hits         2129     2184      +55     
- Misses        386      401      +15     

Impacted Files	Coverage Δ
src/prog_models/models/dcmotor.py	98.14% <ø> (ø)
src/prog_models/models/pneumatic_valve.py	92.12% <ø> (ø)
src/prog_models/models/thrown_object.py	93.33% <ø> (ø)
src/prog_models/prognostics_model.py	85.63% <0.00%> (ø)
src/prog_models/sim_result.py	88.39% <81.70%> (-6.42%)	:arrow_down:
src/prog_models/utils/containers.py	89.00% <88.09%> (+1.82%)	:arrow_up:
src/prog_models/models/centrifugal_pump.py	97.14% <100.00%> (+0.08%)	:arrow_up:
src/prog_models/utils/calc_error.py	82.87% <100.00%> (ø)

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.12888539999999993
import thrown object	0.5000396
model initialization	0.12435240000000003
set noise	0.6561826
simulate	0.3080637999999998
simulate with saving	0.9659770000000001
simulate with saving, dt	1.0737665
simulate with printing results, dt	1.2918219000000004
Plot results	14.977321299999998
Metrics	0.03885069999999757
Surrogate Model Generation	3.275659600000001
surrogate sim	1.1100722000000012
surrogate sim, dt	3.0170123999999987

To:

Test	Time (s)
import main	0.13276929999999987
import thrown object	0.5082612
model initialization	0.12031329999999985
set noise	0.6232266000000002
simulate	0.2977166999999996
simulate with saving	0.9456231000000002
simulate with saving, dt	1.0417108000000006
simulate with printing results, dt	1.2478394999999995
Plot results	14.6922657
Metrics	0.0372918999999996
Surrogate Model Generation	21.333820000000003
surrogate sim	1.106538300000004
surrogate sim, dt	2.9826011000000037

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.13256159999999995
import thrown object	0.5121728000000001
model initialization	0.12196129999999994
set noise	0.6206402
simulate	0.2983376
simulate with saving	0.9393376000000004
simulate with saving, dt	1.0331074999999998
simulate with printing results, dt	1.2521354999999996
Plot results	14.6377436
Metrics	0.036025900000002054
Surrogate Model Generation	3.2454959000000017
surrogate sim	1.0981269000000005
surrogate sim, dt	2.9572262999999985

To:

Test	Time (s)
import main	0.1287064
import thrown object	0.5069125000000001
model initialization	0.12036320000000034
set noise	0.6376695999999997
simulate	0.29945889999999986
simulate with saving	0.9519907999999999
simulate with saving, dt	1.0542100000000003
simulate with printing results, dt	1.3539068000000007
Plot results	14.655975699999999
Metrics	0.036953499999999195
Surrogate Model Generation	3.2022046999999993
surrogate sim	1.092192200000003
surrogate sim, dt	2.955943999999999

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.1252354
import thrown object	0.5106246000000001
model initialization	0.11724170000000012
set noise	0.6579093999999999
simulate	0.2993019000000001
simulate with saving	0.9172804000000001
simulate with saving, dt	1.0337551
simulate with printing results, dt	1.2579443999999995
Plot results	13.990695800000001
Metrics	0.04038139999999757
Surrogate Model Generation	3.183153299999997
surrogate sim	1.0022391999999982
surrogate sim, dt	2.909381500000002

To:

Test	Time (s)
import main	0.12692670000000006
import thrown object	0.510642
model initialization	0.11649090000000006
set noise	0.6569723000000001
simulate	0.3033068000000001
simulate with saving	0.9259987999999995
simulate with saving, dt	1.0528648999999994
simulate with printing results, dt	1.3501534000000008
Plot results	14.0731385
Metrics	0.04056549999999959
Surrogate Model Generation	3.0944010000000013
surrogate sim	0.9970636000000006
surrogate sim, dt	2.867140799999998

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.12873050000000008
import thrown object	0.5067336999999998
model initialization	0.1220755
set noise	0.6205080000000001
simulate	0.29678950000000004
simulate with saving	0.9327833999999999
simulate with saving, dt	1.0281070999999997
simulate with printing results, dt	1.2429812
Plot results	14.6300223
Metrics	0.03557520000000025
Surrogate Model Generation	3.2130273000000003
surrogate sim	1.0905363000000001
surrogate sim, dt	2.9282900000000005

To:

Test	Time (s)
import main	0.13551950000000001
import thrown object	0.5150493
model initialization	0.11937569999999997
set noise	0.6431876000000001
simulate	0.29722599999999977
simulate with saving	0.9465897999999999
simulate with saving, dt	1.0529291999999995
simulate with printing results, dt	1.3737545999999998
Plot results	14.631004999999998
Metrics	0.037376599999998206
Surrogate Model Generation	3.184216199999998
surrogate sim	1.0867033999999975
surrogate sim, dt	2.9380179999999996

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.16987339999999995
import thrown object	0.5799383999999999
model initialization	0.1621665000000001
set noise	0.7164986
simulate	0.4111463999999998
simulate with saving	1.3121258
simulate with saving, dt	1.4165815999999998
simulate with printing results, dt	1.8422581999999998
Plot results	22.8759081
Metrics	0.04079860000000224
Surrogate Model Generation	4.7124628999999985
surrogate sim	1.8076839000000007
surrogate sim, dt	4.213144999999997

To:

Test	Time (s)
import main	0.16068079999999996
import thrown object	0.5657964
model initialization	0.21026409999999984
set noise	0.7863331000000002
simulate	0.7242630999999995
simulate with saving	2.0820813000000005
simulate with saving, dt	2.6883933000000004
simulate with printing results, dt	3.367981800000001
Plot results	22.4439434
Metrics	0.04550720000000297
Surrogate Model Generation	5.1076809999999995
surrogate sim	2.318316199999998
surrogate sim, dt	5.195962900000005

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.12901700000000005
import thrown object	0.5050875000000001
model initialization	0.12568239999999986
set noise	0.634754
simulate	0.30220369999999974
simulate with saving	0.954774
simulate with saving, dt	1.0566095
simulate with printing results, dt	1.2735487999999995
Plot results	14.782611800000002
Metrics	0.03681140000000127
Surrogate Model Generation	3.250429499999999
surrogate sim	1.0972288
surrogate sim, dt	2.9666400999999993

To:

Test	Time (s)
import main	0.13081389999999993
import thrown object	0.5086762999999999
model initialization	0.1578507
set noise	0.6713450999999999
simulate	0.4915107999999999
simulate with saving	1.4279201999999995
simulate with saving, dt	1.8275192999999996
simulate with printing results, dt	2.263954600000001
Plot results	14.758841400000001
Metrics	0.036879499999997734
Surrogate Model Generation	3.8631738999999996
surrogate sim	1.5997765999999984
surrogate sim, dt	3.9215095999999967

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.13000679999999998
import thrown object	0.5028828000000001
model initialization	0.12380289999999983
set noise	0.6455556999999998
simulate	0.29745810000000006
simulate with saving	0.9346947000000001
simulate with saving, dt	1.0317140999999999
simulate with printing results, dt	1.2441766999999997
Plot results	15.092390600000002
Metrics	0.0353369999999984
Surrogate Model Generation	3.3029869000000005
surrogate sim	1.097892899999998
surrogate sim, dt	2.9665412999999994

To:

Test	Time (s)
import main	0.12837339999999986
import thrown object	0.5055803999999999
model initialization	0.15592249999999996
set noise	0.6545776000000001
simulate	0.48501309999999975
simulate with saving	1.4064521999999995
simulate with saving, dt	1.8103172
simulate with printing results, dt	2.2292973
Plot results	15.1228492
Metrics	0.037663599999998354
Surrogate Model Generation	3.9006682999999995
surrogate sim	1.5898629999999976
surrogate sim, dt	3.912823500000002

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.12444889999999997
import thrown object	0.5058346999999999
model initialization	0.1199211
set noise	0.6758618000000001
simulate	0.305555
simulate with saving	0.9322145000000002
simulate with saving, dt	1.0610196000000003
simulate with printing results, dt	1.2802398000000004
Plot results	13.951360399999999
Metrics	0.039848600000002676
Surrogate Model Generation	3.150257500000002
surrogate sim	1.0108186000000003
surrogate sim, dt	2.921606200000003

To:

Test	Time (s)
import main	0.12646939999999995
import thrown object	0.5002033000000001
model initialization	0.15263859999999996
set noise	0.6711136999999998
simulate	0.4910370999999998
simulate with saving	1.4028002999999996
simulate with saving, dt	1.8062012999999997
simulate with printing results, dt	2.2388467
Plot results	13.9500111
Metrics	0.040804900000001254
Surrogate Model Generation	3.7574664999999996
surrogate sim	1.4854209999999988
surrogate sim, dt	3.8228891999999988

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.13350030000000002
import thrown object	0.5118168999999999
model initialization	0.12410619999999994
set noise	0.6612897000000002
simulate	0.29525330000000016
simulate with saving	0.9365622
simulate with saving, dt	1.0206171
simulate with printing results, dt	1.2302741
Plot results	14.8974829
Metrics	0.03632640000000009
Surrogate Model Generation	3.2686953999999986
surrogate sim	1.0955717999999983
surrogate sim, dt	2.9640048000000014

To:

Test	Time (s)
import main	0.1313183
import thrown object	0.5030242999999999
model initialization	0.15891650000000013
set noise	0.6414619000000004
simulate	0.5001521000000002
simulate with saving	1.4479906000000002
simulate with saving, dt	1.8507464999999996
simulate with printing results, dt	2.2960576
Plot results	14.7409659
Metrics	0.037418199999997626
Surrogate Model Generation	3.9140083000000025
surrogate sim	1.5984698000000002
surrogate sim, dt	3.9562399

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.12862910000000005
import thrown object	0.5035143
model initialization	0.12312459999999992
set noise	0.6568103999999999
simulate	0.2960240999999999
simulate with saving	0.9391506000000001
simulate with saving, dt	1.0309786
simulate with printing results, dt	1.2380116999999995
Plot results	15.414648799999998
Metrics	0.03520359999999911
Surrogate Model Generation	3.3042939999999987
surrogate sim	1.1089868000000003
surrogate sim, dt	2.999311800000001

To:

Test	Time (s)
import main	0.13086799999999998
import thrown object	0.5090642999999999
model initialization	0.15955509999999995
set noise	0.7110051999999998
simulate	0.4914567000000001
simulate with saving	1.4218186
simulate with saving, dt	1.8331453999999994
simulate with printing results, dt	2.2688658000000004
Plot results	15.2866564
Metrics	0.03755589999999742
Surrogate Model Generation	3.936786399999999
surrogate sim	1.609090000000002
surrogate sim, dt	3.932434000000004

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.15957029999999994
import thrown object	0.6187986000000001
model initialization	0.14315880000000014
set noise	0.7696452000000003
simulate	0.3430211000000001
simulate with saving	1.0853799000000004
simulate with saving, dt	1.1930045999999992
simulate with printing results, dt	1.4368471000000005
Plot results	17.8442257
Metrics	0.04234010000000055
Surrogate Model Generation	3.823203600000003
surrogate sim	1.2943753999999998
surrogate sim, dt	3.434881100000002

To:

Test	Time (s)
import main	0.15625400000000012
import thrown object	0.6036489999999999
model initialization	0.18341040000000008
set noise	0.7724424000000001
simulate	0.5607697000000003
simulate with saving	1.6217940999999998
simulate with saving, dt	2.0719133000000003
simulate with printing results, dt	2.5911704999999996
Plot results	17.790373300000002
Metrics	0.04436109999999971
Surrogate Model Generation	4.5499729
surrogate sim	1.8252211000000003
surrogate sim, dt	4.5382364999999965

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.15503430000000007
import thrown object	0.6132159000000001
model initialization	0.14314329999999997
set noise	0.7759753000000003
simulate	0.34133999999999975
simulate with saving	1.0777233000000002
simulate with saving, dt	1.1996827000000003
simulate with printing results, dt	1.4318593999999996
Plot results	17.4200114
Metrics	0.04334569999999971
Surrogate Model Generation	3.7463440000000006
surrogate sim	1.246884699999999
surrogate sim, dt	3.3909866000000015

To:

Test	Time (s)
import main	0.15853099999999998
import thrown object	0.6216253999999999
model initialization	0.19096689999999983
set noise	0.7811579000000002
simulate	0.600635
simulate with saving	1.7025798000000005
simulate with saving, dt	2.2109721999999996
simulate with printing results, dt	2.7648455
Plot results	17.4588318
Metrics	0.04609310000000022
Surrogate Model Generation	4.573455100000004
surrogate sim	1.8646957000000057
surrogate sim, dt	4.649832500000002

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.1291986999999999
import thrown object	0.5114828
model initialization	0.12423300000000004
set noise	0.6521226
simulate	0.29440940000000015
simulate with saving	0.931028
simulate with saving, dt	1.0233342000000003
simulate with printing results, dt	1.2417201999999996
Plot results	15.5319182
Metrics	0.03576100000000082
Surrogate Model Generation	3.3362875999999986
surrogate sim	1.0981494999999981
surrogate sim, dt	2.9451532

To:

Test	Time (s)
import main	0.129359
import thrown object	0.5002066999999999
model initialization	0.15870910000000027
set noise	0.6624715000000001
simulate	0.48702440000000013
simulate with saving	1.4103523
simulate with saving, dt	1.8165053000000002
simulate with printing results, dt	2.2503824999999997
Plot results	15.3728316
Metrics	0.03774730000000304
Surrogate Model Generation	3.923248400000002
surrogate sim	1.592661800000002
surrogate sim, dt	3.921054599999998

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.13098720000000008
import thrown object	0.5054953
model initialization	0.12316629999999984
set noise	0.6722694000000002
simulate	0.2955314000000002
simulate with saving	0.9337403000000002
simulate with saving, dt	1.0258938999999998
simulate with printing results, dt	1.2331608999999997
Plot results	15.4002154
Metrics	0.03608829999999941
Surrogate Model Generation	3.331640199999999
surrogate sim	1.0905623999999996
surrogate sim, dt	2.9334194999999994

To:

Test	Time (s)
import main	0.1285695
import thrown object	0.5017628000000003
model initialization	0.16247359999999977
set noise	0.6408934
simulate	0.5069856000000001
simulate with saving	1.4520534999999994
simulate with saving, dt	1.8899324999999996
simulate with printing results, dt	2.3142370000000003
Plot results	15.26554
Metrics	0.03955140000000057
Surrogate Model Generation	3.9733786
surrogate sim	1.6022424999999991
surrogate sim, dt	4.032889000000001

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.1288836
import thrown object	0.49648879999999984
model initialization	0.12496139999999989
set noise	0.6627915
simulate	0.3037658999999997
simulate with saving	0.9527321999999998
simulate with saving, dt	1.0570594999999998
simulate with printing results, dt	1.2606169000000005
Plot results	15.2357325
Metrics	0.03632350000000173
Surrogate Model Generation	1.629252300000001
surrogate sim	1.0935138000000002
surrogate sim, dt	2.9778962

To:

Test	Time (s)
import main	0.13037049999999994
import thrown object	0.495835
model initialization	0.15970720000000016
set noise	0.6886657999999999
simulate	0.49853900000000007
simulate with saving	1.4242454999999996
simulate with saving, dt	1.8312670999999998
simulate with printing results, dt	2.2824747000000007
Plot results	15.0886781
Metrics	0.037081399999998155
Surrogate Model Generation	2.2090365999999975
surrogate sim	1.523309300000001
surrogate sim, dt	3.8248682999999986

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.1543315999999999
import thrown object	0.6177611999999999
model initialization	0.1788539
set noise	0.8229703000000002
simulate	0.4214039999999999
simulate with saving	1.3393465000000004
simulate with saving, dt	1.4290231000000002
simulate with printing results, dt	1.8480918999999991
Plot results	21.032969700000002
Metrics	0.04913389999999751
Surrogate Model Generation	2.189084900000001
surrogate sim	1.570381300000001
surrogate sim, dt	4.027496500000005

To:

Test	Time (s)
import main	0.16326470000000004
import thrown object	0.6582208
model initialization	0.23395750000000026
set noise	0.8355778000000003
simulate	0.7064260999999998
simulate with saving	2.0297435000000004
simulate with saving, dt	2.5773346000000013
simulate with printing results, dt	3.3136384999999997
Plot results	21.454272699999997
Metrics	0.04678990000000027
Surrogate Model Generation	3.0608138999999994
surrogate sim	2.2248215999999985
surrogate sim, dt	5.242842100000004

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.1582785
import thrown object	0.5980397000000002
model initialization	0.1419166999999999
set noise	0.7950373000000002
simulate	0.34914200000000006
simulate with saving	1.0946268
simulate with saving, dt	1.1973795999999997
simulate with printing results, dt	1.4421397999999996
Plot results	17.3295276
Metrics	0.0423435000000012
Surrogate Model Generation	1.870361599999999
surrogate sim	1.2441554000000004
surrogate sim, dt	3.451635200000002

To:

Test	Time (s)
import main	0.15451039999999994
import thrown object	0.6168441
model initialization	0.1868208
set noise	0.7737510999999997
simulate	0.5872192000000003
simulate with saving	1.6520324999999998
simulate with saving, dt	2.1170463
simulate with printing results, dt	2.627762099999999
Plot results	17.453264599999997
Metrics	0.04454409999999953
Surrogate Model Generation	2.5546870000000013
surrogate sim	1.756214700000001
surrogate sim, dt	4.441989100000001

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.1320401
import thrown object	0.49668650000000003
model initialization	0.12322539999999993
set noise	0.6470186999999998
simulate	0.2983612
simulate with saving	0.9206751
simulate with saving, dt	1.0099388
simulate with printing results, dt	1.2207917000000004
Plot results	14.6454238
Metrics	0.03607170000000082
Surrogate Model Generation	1.613153399999998
surrogate sim	1.0633740999999972
surrogate sim, dt	2.913326099999999

To:

Test	Time (s)
import main	0.12863010000000008
import thrown object	0.49515280000000006
model initialization	0.15845140000000013
set noise	0.6584129999999999
simulate	0.4937746999999999
simulate with saving	1.3937467
simulate with saving, dt	1.7938317000000001
simulate with printing results, dt	2.2184240000000006
Plot results	14.629806799999999
Metrics	0.037227299999997854
Surrogate Model Generation	2.1913113000000024
surrogate sim	1.499084100000001
surrogate sim, dt	3.7535483999999997

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.17307570000000005
import thrown object	0.6515225
model initialization	0.14857429999999971
set noise	0.8510928
simulate	0.3621118000000001
simulate with saving	1.1418754
simulate with saving, dt	1.2432287000000004
simulate with printing results, dt	1.4896137999999999
Plot results	18.024970099999997
Metrics	0.045826500000000436
Surrogate Model Generation	1.9226562000000023
surrogate sim	1.300839700000001
surrogate sim, dt	3.6165664

To:

Test	Time (s)
import main	0.17423599999999984
import thrown object	0.6706965999999999
model initialization	0.19351800000000008
set noise	0.8457722000000003
simulate	0.5998131
simulate with saving	1.7147163999999995
simulate with saving, dt	2.1601532000000008
simulate with printing results, dt	2.699556600000001
Plot results	18.0834185
Metrics	0.046258500000000424
Surrogate Model Generation	2.6281307999999974
surrogate sim	1.816513999999998
surrogate sim, dt	4.580036399999997

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.16481689999999993
import thrown object	0.5988382999999999
model initialization	0.1315427
set noise	0.7328891999999998
simulate	0.31960799999999967
simulate with saving	1.0335968000000002
simulate with saving, dt	1.1723048
simulate with printing results, dt	1.3347619999999996
Plot results	15.5906459
Metrics	0.043805799999997674
Surrogate Model Generation	1.7192198000000012
surrogate sim	1.1949883999999997
surrogate sim, dt	3.1840978

To:

Test	Time (s)
import main	0.1536896000000001
import thrown object	0.591227
model initialization	0.17371099999999995
set noise	0.7625256999999999
simulate	0.5434502000000001
simulate with saving	1.4976866000000006
simulate with saving, dt	1.9189181999999994
simulate with printing results, dt	2.3415159999999995
Plot results	15.9389539
Metrics	0.042342800000000125
Surrogate Model Generation	2.4826529000000015
surrogate sim	1.6951421999999994
surrogate sim, dt	4.092196000000005

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.1657557999999999
import thrown object	0.6112215000000001
model initialization	0.1777791000000002
set noise	0.8251105000000001
simulate	0.41075079999999975
simulate with saving	1.2978941000000002
simulate with saving, dt	1.4289136999999998
simulate with printing results, dt	1.8071604
Plot results	21.621587400000003
Metrics	0.046481899999999854
Surrogate Model Generation	2.2103234
surrogate sim	1.548168099999998
surrogate sim, dt	3.9261839999999992

To:

Test	Time (s)
import main	0.16758709999999977
import thrown object	0.6204573999999998
model initialization	0.23061339999999975
set noise	0.8095716999999998
simulate	0.7002213999999998
simulate with saving	2.1308347000000003
simulate with saving, dt	2.5020268000000003
simulate with printing results, dt	3.2871360000000003
Plot results	21.5585777
Metrics	0.04890660000000224
Surrogate Model Generation	3.058802799999995
surrogate sim	2.2449733999999992
surrogate sim, dt	5.251999300000001

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.12059859999999989
import thrown object	0.5205937999999999
model initialization	0.11849029999999994
set noise	0.6697134
simulate	0.2947630000000001
simulate with saving	0.8946456999999999
simulate with saving, dt	1.0078661999999996
simulate with printing results, dt	1.2281006000000003
Plot results	14.3309494
Metrics	0.039217400000001845
Surrogate Model Generation	1.5729031000000013
surrogate sim	0.9912896999999994
surrogate sim, dt	2.8421930999999994

To:

Test	Time (s)
import main	0.1129407
import thrown object	0.4963987999999997
model initialization	0.15350639999999993
set noise	0.6766726000000003
simulate	0.4897935999999996
simulate with saving	1.3780139
simulate with saving, dt	1.7728869999999999
simulate with printing results, dt	2.2235327000000007
Plot results	14.1810345
Metrics	0.04333239999999705
Surrogate Model Generation	2.1799582000000015
surrogate sim	1.3991748000000008
surrogate sim, dt	3.6776368999999995

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.14864750000000004
import thrown object	0.5517048
model initialization	0.12767820000000007
set noise	0.6984181
simulate	0.3026429999999998
simulate with saving	0.9610307000000002
simulate with saving, dt	1.0408475999999998
simulate with printing results, dt	1.248519
Plot results	15.3390829
Metrics	0.03814270000000164
Surrogate Model Generation	1.6505013999999996
surrogate sim	1.0954626999999988
surrogate sim, dt	3.0255314999999996

To:

Test	Time (s)
import main	0.14230339999999986
import thrown object	0.5431355000000002
model initialization	0.1652727999999999
set noise	0.700491
simulate	0.5114406000000002
simulate with saving	1.4784693999999998
simulate with saving, dt	1.8850252999999997
simulate with printing results, dt	2.3438339
Plot results	15.313340400000001
Metrics	0.039438499999999266
Surrogate Model Generation	2.274673
surrogate sim	1.5625836
surrogate sim, dt	3.9291561000000037

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.1428851
import thrown object	0.5349402000000001
model initialization	0.1298564000000002
set noise	0.7016714
simulate	0.3128782000000001
simulate with saving	0.963714
simulate with saving, dt	1.0828154000000003
simulate with printing results, dt	1.2839334999999998
Plot results	15.3158876
Metrics	0.038239099999998416
Surrogate Model Generation	1.664439999999999
surrogate sim	1.1009966999999996
surrogate sim, dt	3.059284899999998

To:

Test	Time (s)
import main	0.14524779999999993
import thrown object	0.5384419
model initialization	0.16477969999999997
set noise	0.7031017999999998
simulate	0.5118103
simulate with saving	1.4540403
simulate with saving, dt	1.8608671999999995
simulate with printing results, dt	2.2887054000000004
Plot results	15.194566
Metrics	0.03873529999999903
Surrogate Model Generation	2.2622781999999972
surrogate sim	1.537526500000002
surrogate sim, dt	3.9175938000000023

[github-actions[bot]]

Benchmarking Results [Update] From:	Test	Time (s)
import main	0.12970229999999994
import thrown object	0.4919091
model initialization	0.12372009999999989
set noise	0.6660678
simulate	0.2947643000000002
simulate with saving	0.9291450000000001
simulate with saving, dt	1.0142345000000001
simulate with printing results, dt	1.2218626000000006
Plot results	14.955618000000001
Metrics	0.03625269999999858
Surrogate Model Generation	1.6245168999999997
surrogate sim	1.0678658999999975
surrogate sim, dt	2.9441257999999983

To:

Test	Time (s)
import main	0.13520599999999994
import thrown object	0.5169628999999998
model initialization	0.1575321999999999
set noise	0.6535229999999999
simulate	0.4923324
simulate with saving	1.4117007
simulate with saving, dt	1.8229349999999993
simulate with printing results, dt	2.2346735000000004
Plot results	14.999581399999999
Metrics	0.03785530000000037
Surrogate Model Generation	2.1998879000000002
surrogate sim	1.4362662999999998
surrogate sim, dt	3.7183792000000047