import bokeh.bokeh_magic

%bokeh --notebook

%bokeh --show

import numpy as np
from bokeh.plotting import scatter

N = 100

x = np.linspace(0, 4*np.pi, N)
y = np.sin(x)

scatter(x, y, 
    color="black",tools="pan,wheel_zoom,box_zoom,reset,previewsave", 
    legend="sin(x)"
)
scatter(x, 2*y, 
    color="orange", tools="pan,wheel_zoom,box_zoom,reset,previewsave", 
    legend="2*sin(x)"
)

# we will disable the `--show` mode to avoid the render of the last plot in the next code cell
%bokeh --show-off

%bokeh --hold

scatter(x, y, 
    color="black",tools="pan,wheel_zoom,box_zoom,reset,previewsave", 
    legend="sin(x)"
)
scatter(x, 2*y, 
    color="orange", tools="pan,wheel_zoom,box_zoom,reset,previewsave", 
    legend="2*sin(x)"
)

%bokeh --show

scatter(x, 3*y, 
    color="green", tools="pan,wheel_zoom,box_zoom,reset,previewsave", 
    legend="3*sin(x)"
)
scatter(x, 4*y, 
    color="blue", tools="pan,wheel_zoom,box_zoom,reset,previewsave", 
    legend="4*sin(x)"
)

# we will disable the `--show` mode to avoid the render of the last plot in the next code cell
%bokeh --show-off

%bokeh --figure

%bokeh --show

scatter(x, y, 
    color="black",tools="pan,wheel_zoom,box_zoom,reset,previewsave", 
    legend="sin(x)"
)
scatter(x, 2*y, 
    color="orange", tools="pan,wheel_zoom,box_zoom,reset,previewsave", 
    legend="2*sin(x)"
)

scatter(x, 3*y, 
    color="green", tools="pan,wheel_zoom,box_zoom,reset,previewsave", 
    legend="3*sin(x)"
)
scatter(x, 4*y, 
    color="blue", tools="pan,wheel_zoom,box_zoom,reset,previewsave", 
    legend="4*sin(x)"
)