Preliminary 1 Simulations

The code appears to be running so it is now possible to obtain some prelimiary results for the base set of paramters to investigate, $E_{\text{APPLIED}}$=-0.16, -0.18, -0.20, -0.22, -0.24, -0.26, -0.28, -0.30; $c_{\theta}^{\infty}$=0.006, 0.012



In [1]:

    
from distributed import LocalCluster
from distributed import Client
from extremefill2D.fextreme import init_sim, restart_sim, iterate_sim, multi_init_sim
from extremefill2D.fextreme.plot import vega_plot_treants, vega_plot_treant
import vega
from extremefill2D.fextreme.tools import get_by_uuid, outer_dict, pmap
from toolz.curried import map, pipe, curry
import itertools

%reload_ext yamlmagic



In [2]:

    
cluster = LocalCluster(nanny=True, n_workers=8, threads_per_worker=1)
client = Client(cluster)
client









    Out[2]:





<Client: scheduler="127.0.0.1:8786" processes=8 cores=8>



In [6]:

    
client.shutdown()



In [3]:

    
treants1 = multi_init_sim('../../scripts/params1.json',
                          '../../data',
                          pmap(client),
                          dict(appliedPotential=(-0.16, -0.18, -0.20, -0.22, -0.24, -0.26,
                                                 -0.28, -0.30, -0.40, -0.50, -0.60, -0.70, -0.80),
                               bulkSuppressor=(0.003,)),
                          tags=['prelim2'])

treants2 = multi_init_sim('../../scripts/params1.json',
                          '../../data',
                          pmap(client),
                          dict(appliedPotential=(-0.30, -0.40, -0.50, -0.60, -0.70, -0.80),
                               bulkSuppressor=(0.006, 0.012)),
                          tags=['prelim2'])



In [4]:

    
treants = treants1 + treants2
print(treants)









    



[<Treant: '0d9a570c-9d42-42d9-ac52-856d7ee50462'>, <Treant: '1b23b0b8-a78e-4ed9-9068-248faccc08b4'>, <Treant: 'e677558a-feba-4a62-a670-bad5cdc57f9c'>, <Treant: '280a1451-d2e4-4c85-ab91-76d73227eca8'>, <Treant: '80663650-6777-4d02-a02d-4caf165b97f9'>, <Treant: '1b300121-6dd9-4ea5-b33e-57435e9645c4'>, <Treant: '2e05eb8e-8d77-488c-a5b5-cf2dede0f68c'>, <Treant: '63d2cfbc-81f5-43d3-aa9e-4e4ccec8fd12'>, <Treant: '0bc89986-7cd9-4b01-89e6-984cb1ee419e'>, <Treant: '8b7eeba9-a9ec-4ffa-ae81-f00842a3b08b'>, <Treant: 'bc3cacdb-d8cb-41bf-9bad-3d633ae348c3'>, <Treant: '642c8b55-6146-4c38-bc90-04ee0f618dc2'>, <Treant: '334dee67-9f56-435e-b3d3-0c8ee256b252'>, <Treant: 'd3a85632-5bc0-4d11-af32-b24057d3fd57'>, <Treant: 'bdb08a0e-48f0-4164-886f-139da143f1d2'>, <Treant: '7153746e-de4d-484a-bef1-e0f7aa419894'>, <Treant: '950f7398-ffb3-4ecf-96e2-d19ae251c566'>, <Treant: 'b22e3837-0d08-4dc5-8a6c-84afb0f6f1b2'>, <Treant: '24365f73-0f4c-45ca-8fcb-0f9d4025741b'>, <Treant: 'b901726f-71bd-490d-a56e-de1d2191a955'>, <Treant: '6959ec1f-3c80-4b4c-a230-21c0851d4f3e'>, <Treant: '4ce42ce6-7973-420d-9819-76492c594c02'>, <Treant: 'd8ae1960-09b0-4a33-9874-c6eca989fec1'>, <Treant: '97e9f836-8fac-4526-9334-9a723e5fd0d9'>, <Treant: '795b55ce-dbed-479f-b99d-63b8552d4e56'>]



In [ ]:

    
treant_and_errors = pmap(client)(iterate_sim(iterations=30, steps=100), treants)



In [ ]: