A nice thing about Bokeh is that callbacks can be specified from the Python layer that result actions on the javascript level without the need of bokeh-server. So one can create interactive widgets that run in a browser without an Ipython or Bokeh server running.
The 0.9.3. documentation gives an example that I can reproduce in an ipython notebook: http://docs.bokeh.org/en/latest/docs/user_guide/interaction.html#cutomjs-for-widgets
from bokeh.io import vform
from bokeh.models import CustomJS, ColumnDataSource, Slider
from bokeh.plotting import figure, output_file, show
output_file("callback.html")
x = [x*0.005 for x in range(0, 200)]
y = x
source = ColumnDataSource(data=dict(x=x, y=y))
plot = figure(plot_width=400, plot_height=400)
plot.line('x', 'y', source=source, line_width=3, line_alpha=0.6)
callback = CustomJS(args=dict(source=source), code="""
var data = source.get('data');
var f = cb_obj.get('value')
x = data['x']
y = data['y']
for (i = 0; i < x.length; i++) {
y[i] = Math.pow(x[i], f)
}
source.trigger('change');
""")
slider = Slider(start=0.1, end=4, value=1, step=.1, title="power", callback=callback)
layout = vform(slider, plot)
show(layout)
I want to adapt code like this to create some simple online assignments. My question is how can I pass other variables from python to javascript directly without invoking a Slider. For example suppose I want the Javascript to become:
y[i] = Math.pow(x[i], A*f)
where the A was defined in an ipython code cell above (for example A = 10). It's easy enough to define 'var A = 10' in the javascript but I'd like to set the value of A and other variables in python and then pass them into this javascript. Is there a way?
As of Bokeh 0.9.3 you can only pass "Bokeh Models" (e.g. things like data sources and renderers), not arbitrary python objects. But we are working on extending bokeh documents with a simple namespace concept that can be mirrored easily.
来源：https://stackoverflow.com/questions/32318890/bokeh-pass-vars-to-customjs-for-widgets