In [1]:
import pandas as pd

from bokeh.plotting import output_notebook, show
output_notebook()


BokehJS successfully loaded.

In [2]:
from bokeh.models import Plot, Patch, Patches, ColumnDataSource, Range1d, LinearAxis, HoverTool, TapTool
from bokeh.palettes import Spectral3, Spectral4
from bokeh._version import version_version

In [3]:
version_version


Out[3]:
'0.9.0'

Patch & Patches


In [4]:
patch_data = pd.DataFrame(
    {
        'oil'  : [1, 2, 3, 1],
        'gas'  : [3, 2, 2, 3],
        'solar': [0, 1, 1, 1]
    }, 
    index= [2010, 2011, 2012, 2013]
)
patch_data


Out[4]:
gas oil solar
2010 3 1 0
2011 2 2 1
2012 2 3 1
2013 3 1 1

In [5]:
def make_patch_plot(xrange):
    source = ColumnDataSource(patch_data)
    plot = Plot(
        title=None, 
        x_range=xrange, y_range=Range1d(0,5),
        plot_width=300, plot_height=300,
        min_border=0, toolbar_location=None)

    for i, energy in enumerate(['gas', 'oil', 'solar']):
        glyph = Patch(
            x='index', y=energy, 
            fill_color=Spectral3[i], fill_alpha=0.5,
            line_color='#CCC', line_alpha=0.5
        )
        plot.add_glyph(source, glyph)
       
    return plot

In [6]:
asc = make_patch_plot(Range1d(2010, 2013))
asc.add_layout(LinearAxis(), 'below')
asc.add_layout(LinearAxis(), 'left')
asc.add_tools(HoverTool(tooltips=('hello world')))
asc.add_tools(TapTool())
show(asc)



In [7]:
desc = make_patch_plot(Range1d(2013, 2010))
show(desc)



In [8]:
patches_data = pd.DataFrame(
    {
        'xs'  : [[1, 2, 3, 1], [2, 4, 6, 2], [3, 6, 9, 3], [1, -1, -2, 0] ],
        'ys'  : [[0, 1, 5, -1], [8, -3, 4, 0], [3, 4, 5, 4], [1, 4, 0, 2]],
        'value': [Spectral4[0], Spectral4[1], Spectral4[2], Spectral4[3]]
    }, 
)
patches_data


Out[8]:
value xs ys
0 #2b83ba [1, 2, 3, 1] [0, 1, 5, -1]
1 #abdda4 [2, 4, 6, 2] [8, -3, 4, 0]
2 #fdae61 [3, 6, 9, 3] [3, 4, 5, 4]
3 #d7191c [1, -1, -2, 0] [1, 4, 0, 2]

In [9]:
def make_patches_plot(xrange, yrange):
    source = ColumnDataSource(patches_data)
    plot = Plot(
        title=None, 
        x_range=xrange, y_range=yrange,
        plot_width=300, plot_height=300,
        min_border=0, toolbar_location=None)

    glyph = Patches(xs='xs', ys='ys', fill_color='value', line_color='#CCC')
    plot.add_glyph(source, glyph)
    return plot

In [10]:
patches = make_patches_plot(Range1d(-5, 10), Range1d(-5,10))
patches.add_tools(HoverTool(tooltips='hello world'))
show(patches)



In [11]:
patches_rev = make_patches_plot(Range1d(10, -5), Range1d(-5, 10))
show(patches_rev)