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Plotly notebook mode with google colaboratory


I am am trying out colaboratory with plotly notebook mode - I open a new notebook, copy and paste the following simple example from plotly's documentation, but don't see an output. There is a large blank in the output space where the plot whould normally be.

This works fine in my local notebook (which is a newer version of plotly, but per their docs offline mode should work with the google colab version) Any ideas?

import plotly
from plotly.graph_objs import Scatter, Layout

plotly.offline.init_notebook_mode(connected=True)

plotly.offline.iplot({
    "data": [Scatter(x=[1, 2, 3, 4], y=[4, 3, 2, 1])],
    "layout": Layout(title="hello world")
})

Solution

  • plotly version 4.x

    As of version 4, plotly renderers know about Colab, so the following is sufficient to display a figure in both Colab and Jupyter (and other notebooks like Kaggle, Azure, nteract):

    import plotly.graph_objects as go
    fig = go.Figure( go.Scatter(x=[1,2,3], y=[1,3,2] ) )
    fig.show()
    

    plotly version 3.x

    Here's an example showing the use of Plotly in Colab. (Plotly requires custom initialization.)

    https://colab.research.google.com/notebook#fileId=14oudHx5e5r7hm1QcbZ24FVHXgVPD0k8f

    You need to define this function:

    def configure_plotly_browser_state():
      import IPython
      display(IPython.core.display.HTML('''
            <script src="/static/components/requirejs/require.js"></script>
            <script>
              requirejs.config({
                paths: {
                  base: '/static/base',
                  plotly: 'https://cdn.plot.ly/plotly-latest.min.js?noext',
                },
              });
            </script>
            '''))
    

    And call it in each offline plotting cell:

    configure_plotly_browser_state()