Jupyter lab: Subplots share axis are not working properly

[antmoev]

Using Plotly.py version 4.8.2, Jupyterlab version 2.1.5, Chrome Version 84.0.4147.105 or Firefox version 79.0, on Ubuntu 20.04.

When I zoom with my mouse within a subplots, the other subplots do not follow.
Here's the original subplot:

And when I mouse zoom on the middle plot:

And the axis zoom do not propagate to other subplots too.

Here's my code cleaned:

np.random.seed(1)
image_3D = np.random.randn(9,9,9)

def get_heatmap(array_2d, cmap):
    return go.Heatmap(z=array_2d, colorscale=cmap)

def display_images(image_3D, slice_index, title, color_map = "oryel"):
    """
    """
    _layout_options = dict(title=title, title_x=0.5, autosize=True)
    _subplot_options = dict(rows=1, 
                           cols=3, 
                           subplot_titles=("1", "2", "3"), 
                           shared_xaxes=True, 
                           shared_yaxes=True)
    
    image_1= np.take(image_3D, slice_index, 0)
    image_2 = np.take(image_3D, slice_index, 2)
    image_3 = np.take(image_3D, slice_index, 1)
    
    fig = make_subplots(**_subplot_options)
    fig.add_trace(get_heatmap(image_1, color_map), row = 1, col = 1)
    fig.add_trace(get_heatmap(image_2, color_map), row = 1, col = 2)
    fig.add_trace(get_heatmap(image_3, color_map), row = 1, col = 3)
    
    fig.update_layout(_layout_options)
    fig.show()
    
    
display_images(image_3D, 6, "random cube")

[nicolaskruchten]

You'll need to set shared_xaxes and shared_yaxes to "all" otherwise you'll only get shared Y-axes across your rows, and no shared X-axes, with your current settings, per https://plotly.com/python-api-reference/plotly.subplots.html#subplots

[antmoev]

Works perfectly now! Thanks Nicolas!

[nicolaskruchten]

Great!