In [1]:

    

from extremefill2D.fextreme.tools import get_treant_df, get_by_tags, get_by_uuid, fcompose
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 [2]:

    

df = get_treant_df(['prelim3a'], path='../../data')


    

In [3]:

    

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[3]:






  

    

      

      
appliedPotential
      
bulkSuppressor
      
kMinus
      
kPlus
      
rBoundary
      
tags
      
uuid
    
  
  

    

      
0
      
-0.45
      
0.06
      
37900000.0
      
546.0
      
0.000028
      
[prelim3a]
      
8af1d0b8
    
  

In [4]:

    

df_to_treants = fcompose(
    lambda x: x.uuid,
    map(get_by_uuid(path='../../data')),
    list
)


    

In [5]:

    

out = vega_plot_treants(df_to_treants(df_sort))
out.display()