def create_cdf_chart_by_commtype()

in visualize/generate.py [0:0]

• 42 lines of code
• 5 McCabe index (conditional complexity)

def create_cdf_chart_by_commtype(cdf_data: Dict[str, tuple[List[tuple[str, int, str, int, int]], np.ndarray]]) -> Line:
    line = Line()


    # Generate a CDF line for each comm_type
    for comm_type, (data, cdf) in cdf_data.items():
        
        x_data = [math.log(item[1], 2)  for item in data]
        y_data = cdf.tolist()
        msg_sizes = [item[1] for item in data]
        random_color = "#{:06x}".format(random.randint(0, 0xFFFFFF))

        line.add_xaxis(x_data)
        line.add_yaxis(
            series_name=comm_type,
            y_axis=y_data,
            label_opts=opts.LabelOpts(is_show=False),
            tooltip_opts=opts.TooltipOpts(
            formatter=JsCode(
                    """
                    function(params) {
                        var msgSizes = %s;
                        return params.seriesName + '<br/>' + 
                               'msg_size: ' + msgSizes[params.dataIndex].toFixed(2) + '<br/>' +
                               'CDF: ' + params.value[1].toFixed(4);
                    }
                    """ % str(msg_sizes)
                ),
        ),
        )

    line.set_global_opts(
        title_opts=opts.TitleOpts(title="msg_size CDF"),
        xaxis_opts=opts.AxisOpts(
            type_="value",
            name="log(msg_size)",
            name_location="middle",
            name_gap=30,
            name_textstyle_opts=opts.TextStyleOpts(font_size=14, font_weight='bold')
        ),
        yaxis_opts=opts.AxisOpts(
            type_="value",
            name="CDF",
            name_location="middle",
            name_gap=30,
            name_textstyle_opts=opts.TextStyleOpts(font_size=14, font_weight='bold')
        ),
        tooltip_opts=opts.TooltipOpts(trigger="axis"),
        legend_opts=opts.LegendOpts(
            type_="scroll",
            pos_left="right",
            orient="vertical",
        ),
        
    )

    return line