Problem solved by myself. Check 
this: 
https://stackoverflow.com/questions/37783231/how-to-make-a-python-command-executed-via-jupyter-kernel-execute-command-visible

在 2017年8月16日星期三 UTC+8下午4:19:10,Bishi写道:
>
> Hello Team.
>
> I'm using jupyter and sigma.js to output graph. I just output the graph 
> using IPython.core.display combined with pure JS.
>
> And what I want is while some node was clicked, some Python statements or 
> some cells were executed.
>
> So how could I archive this goal? Thanks in advance.
>

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