def visualize_output()

in visualize/generate.py [0:0]

• 44 lines of code
• 6 McCabe index (conditional complexity)

def visualize_output(filepath,only_workload:bool):
    
    log_items = read_csv_and_structure_data(filepath,only_workload)

    #pie
    data_by_epoch_comm = split_data_by_epoch(1,log_items) #only comm
    comm_type_counts = count_by_epoch(data_by_epoch_comm)
    pie_chart = create_pie_chart_for_epoch(comm_type_counts['epoch_0'])


    data = extract_data_from_log_items(data_by_epoch_comm['epoch_0'])
    #commtype Scatter
    effect_scatter_by_commtype = create_scatter_chart("commtype",data)

    #commtype cdf
    cdf_data = calculate_cdf_by_commtype(data)
    cdf_chart = create_cdf_chart_by_commtype(cdf_data)


    #group Scatter
    effect_scatter_by_group = create_scatter_chart("group",data)


    #comp-comm pattern
    data_by_epoch = split_data_by_epoch(0, log_items)

    timeline_charts = []
    ratio_pies = []
    all_ratio_pie = []
    if not only_workload:  
        all_iterations = extract_iteration(data_by_epoch['epoch_0'])
        for iteration in all_iterations:
            timeline_chart, ratio_pie = create_timeline_chart(iteration)
            timeline_charts.append(timeline_chart.dump_options())
            ratio_pies.append(ratio_pie.dump_options())
        all_ratio_pie = create_ratio_pie(data_by_epoch['epoch_0'])
    
    else:
        all_ratio_pie = None

    context = {
        'pie_chart_js': pie_chart.dump_options(),
        'scatter_by_commtype_js': effect_scatter_by_commtype.dump_options(),
        'cdf_chart_js': cdf_chart.dump_options(),
        'scatter_by_group_js': effect_scatter_by_group.dump_options(),
        'timeline_charts_js': json.dumps(timeline_charts),
        'ratio_pies_js': json.dumps(ratio_pies),
        'iteration_count': len(all_iterations) if not only_workload else 0,
        'all_ratio_pie':all_ratio_pie.dump_options() if all_ratio_pie else None, 
    }

    # read Example.html
    with open('visualize/example.html', 'r', encoding='utf-8') as f:
        template = Template(f.read())


    rendered_html = template.render(**context)
    # write to file
    default_folder_path = 'results/visual_output' 
    if not os.path.exists(default_folder_path):
        os.makedirs(default_folder_path, exist_ok=True)
    filename = os.path.basename(filepath).split(".")[0]+'.html'
    output_file = os.path.join('results/visual_output',filename)
    with open(output_file, 'w', encoding='utf-8') as f:
        f.write(rendered_html)

    print(f"Report generated:{output_file}")