vega-litealtair

How to retrieve the title of the x axis for an altair chart?


If I have an altair Chart python object, is there a way for me to retrieve the title of the x axis of this chart? I am writing a function that takes in a chart and I want to check whether there's a title.


Solution

  • There is a couple of ways to achieve this depending on how the chart was configured.

    A reliable way is to convert the chart to a dictionary and look for the title.

    Lets say you have a chart created like so:

    chart = alt.Chart(data).mark_line().encode(
        x=alt.X('x', title='X-Axis Title'),
        y=alt.Y('y', title='Y-Axis Title')
    ).properties(
        title='Sample Chart'
    )
    

    You convert to dictionary and retrieve the x_axis title like this:

    def get_x_axis_title_method_dictionary(chart):
        chart_dict = chart.to_dict()
        
        # Try to get title from encoding
        if 'encoding' in chart_dict and 'x' in chart_dict['encoding']:
            if 'title' in chart_dict['encoding']['x']:
                return chart_dict['encoding']['x']['title']
            
            # Check if title is in the axis property
            if 'axis' in chart_dict['encoding']['x'] and 'title' in chart_dict['encoding']['x']['axis']:
                return chart_dict['encoding']['x']['axis']['title']
                
        return None
    

    First you need to check if the encoding key exists, if yes then you check if an x key exists. If they both exist then the x-axis encoding is defined and you can retrieve it as shown above.

    Another way is using chart properties.

    def get_x_axis_title_method_properties(chart):
        if hasattr(chart, 'encoding') and hasattr(chart.encoding, 'x'):
            # Accessing the internal _kwds dictionary where actual values are stored
            if hasattr(chart.encoding.x, '_kwds') and 'title' in chart.encoding.x._kwds:
                return chart.encoding.x._kwds['title']
            # For axis-defined titles
            if hasattr(chart.encoding.x, 'axis') and hasattr(chart.encoding.x.axis, '_kwds'):
                if 'title' in chart.encoding.x.axis._kwds:
                    return chart.encoding.x.axis._kwds['title']
        return None
    

    When you access chart.encoding.x.title, you're not getting the string value directly, but instead a property setter object that manages the title attribute. Therefore, you need to access the internal _kwds dictionary of the property setter objects. This is less reliable as Altair's internal implementation details could change in the future so the dictionary method is preferred.