TODOs

Should set many parameters to None (e.g., slice_by and idx)
Bug with empty string hover_text
update traces method
drop_attr method which performs an update by removing an attribute
access trace list as attribute
annotation methods, expecially in bar charts
break up splicer functions
method to return traces indexed by name (might be useful)
add points/lines e.g. add y=3 line, and allow to add by date or categorical point too
Ribbon plots
Error bars
Subplots shouldn't have dedicated figure, should call an update method, or, have methods that return static figure that doesn't get updated



In [4]:

    
import sys
import numpy as np
import pandas as pd
import plotly
import plotly.graph_objs as go

sys.path.append('/Users/csempek/root/repos/personal/splice/')
import splice
import splice.splice_objs as so

import plotly.offline as off
off.init_notebook_mode(connected=True)



In [5]:

    
np.random.seed(111)
df = pd.DataFrame({
    'idx': np.arange(1000) % 100,
    'num': np.random.random(1000),
    'cat1': ['ABCD'[np.random.randint(0, 4)] for _ in range(1000)],
    'cat2': [['male', 'female'][np.random.randint(0, 2)] for _ in range(1000)],
    'cat3': [['child', 'teen', 'adult'][np.random.randint(0, 3)] for _ in range(1000)],
    })



In [40]:

    
bar = so.GroupedBars(df=df, x='cat1', y='num', 
                     slice_by=['cat2', 'cat3'],
                     idx=['cat2', 'cat3'],
                     hover_text=['cat1', 'cat2', 'cat3'],
                     marker={'line': {'color':'gray', 'width':0.5}}
                    )



In [41]:

    
off.iplot(bar.figure)



In [42]:

    
bar.subplots(cols=2)
off.iplot(bar.subplot_figure)









    



This is the format of your plot grid:
[ (1,1) x1,y1 ]  [ (1,2) x2,y2 ]
[ (2,1) x3,y3 ]  [ (2,2) x4,y4 ]
[ (3,1) x5,y5 ]  [ (3,2) x6,y6 ]



In [45]:

    
bar = so.StackedBars(df=df, x='cat1', y='num', 
                     slice_by=['cat2', 'cat3'],
                     idx=['cat2'],
                     hover_text=['cat1', 'cat2', 'cat3'],
                     marker={'line': {'color':'gray', 'width':0.5}}
                    )



In [47]:

    
off.iplot(bar.figure)



In [46]:

    
bar.subplots(cols=2)
off.iplot(bar.subplot_figure)









    



This is the format of your plot grid:
[ (1,1) x1,y1 ]  [ (1,2) x2,y2 ]



In [ ]: