Preliminary 1 Results

In [12]:

    

from extremefill2D.fextreme.tools import get_treant_df, get_by_tags, get_by_uuid
import pandas
from extremefill2D.fextreme.plot import vega_plot_treant
from extremefill2D.fextreme import read_json
from toolz.curried import map, pipe
from pprint import pprint
from extremefill2D.fextreme.plot import vega_plot_treants


    

In [13]:

    

df = get_treant_df(['prelim1'], path='../../data')


    

In [14]:

    

treant = get_by_uuid('dbd3ed44', path='../../data')
print(treant)


    

    




/home/wd15/git/extremefill-project/extremefill2D/data/dbd3ed44-449f-4b48-be0a-730c3718f2eb

In [15]:

    

pprint(pipe(
    'dbd3ed44',
    get_by_uuid(path='../../data'),
    lambda x: x['params.json'].abspath,
    read_json
))


    

    




{'CFL': 0.1,
 'Nx': 100,
 'NxBase': 1000,
 'alpha0': 0.5,
 'alpha1': 0.3,
 'alpha_': 1,
 'appliedPotential': -0.3,
 'areaRatio': 0.093,
 'bulkCupric': 1000.0,
 'bulkSuppressor': 0.006,
 'capacitance': 0.3,
 'charge': 2,
 'current': 1e-07,
 'data_frequency': 10,
 'delta': 2.5e-05,
 'deltaRef': 0.03,
 'diffusionCupric': 2.65e-10,
 'diffusionSuppressor': 9.2e-11,
 'dt': 0.01,
 'dtMax': 1.0,
 'dtMin': 5e-08,
 'faradaysConstant': 96485.0,
 'featureDepth': 5.6e-05,
 'gamma': 2.5e-07,
 'gasConstant': 8.314,
 'i0': 50,
 'i1': 0.1,
 'kMinus': 1500000.0,
 'kPlus': 150.0,
 'kappa': 15.26,
 'levelset_update_ncell': 15,
 'omega': 7.1e-06,
 'rboundary': 2.8e-05,
 'rinner': 3.1e-06,
 'router': 8.5e-06,
 'shutdown_deposition_rate': 1e-13,
 'solver_tol': 1e-10,
 'spacing_ratio': 1.1,
 'sweeps': 4,
 'temperature': 298.0,
 'tol': 1e-10,
 'totalSteps': 100000000000000000000,
 'totalTime': 5000.0}

In [17]:

    

df_sort = df.sort(columns=['bulkSuppressor', 'appliedPotential'])
df_sort


    

    




/home/wd15/anaconda/envs/extreme/lib/python3.5/site-packages/ipykernel/__main__.py:1: FutureWarning: sort(columns=....) is deprecated, use sort_values(by=.....)
  if __name__ == '__main__':






    
Out[17]:






  

    

      

      
appliedPotential
      
bulkSuppressor
      
tags
      
uuid
    
  
  

    

      
11
      
-0.30
      
0.006
      
[prelim1]
      
dbd3ed44
    
    

      
3
      
-0.28
      
0.006
      
[prelim1]
      
d7edd8f4
    
    

      
4
      
-0.26
      
0.006
      
[prelim1]
      
506cee39
    
    

      
7
      
-0.24
      
0.006
      
[prelim1]
      
1eb186bc
    
    

      
10
      
-0.22
      
0.006
      
[prelim1]
      
35a13610
    
    

      
12
      
-0.20
      
0.006
      
[prelim1]
      
d3255296
    
    

      
6
      
-0.18
      
0.006
      
[prelim1]
      
63124df8
    
    

      
0
      
-0.16
      
0.006
      
[prelim1]
      
550e1938
    
    

      
13
      
-0.30
      
0.012
      
[prelim1]
      
17d5767e
    
    

      
2
      
-0.28
      
0.012
      
[prelim1]
      
95499a89
    
    

      
15
      
-0.26
      
0.012
      
[prelim1]
      
f4e978e0
    
    

      
14
      
-0.24
      
0.012
      
[prelim1]
      
2431195c
    
    

      
5
      
-0.22
      
0.012
      
[prelim1]
      
5950f67d
    
    

      
9
      
-0.20
      
0.012
      
[prelim1]
      
068a2809
    
    

      
8
      
-0.18
      
0.012
      
[prelim1]
      
41727a23
    
    

      
1
      
-0.16
      
0.012
      
[prelim1]
      
766e328f
    
  

In [23]:

    

treants_sort = pipe(
    df_sort,
    lambda x: x.uuid,
    map(get_by_uuid(path='../../data')),
    list
)


    

In [26]:

    

out = vega_plot_treants(treants_sort[:8])
out.display()


    

In [27]:

    

out = vega_plot_treants(treants_sort[8:])
out.display()