HTML Reporting

Trains is now ClearML

This documentation applies to the legacy Trains versions. For the latest documentation, see ClearML.

The html_reporting.py example demonstrates reporting local HTML files and HTML by URL, using the Logger.report_media method.

Trains reports these HTML debug samples in the Trains Web (UI), experiment details, RESULTS tab, DEBUG SAMPLES sub-tab.

When the script runs, it creates an experiment named html samples reporting, which is associated with the examples project.

Reporting HTML URLs

Report HTML by URL using the Logger.report_media parameter method url parameter.

See the example script's report_html_url function, which reports the Trains documentation's home page.

Logger.current_logger().report_media("html", "url_html", iteration=iteration, url="https://allegro.ai/docs/index.html")

Reporting HTML local files

Report the following using the Logger.report_media parameter method local_path parameter.

Interactive HTML

See the example script's report_html_periodic_table function, which reports a file created from Bokeh sample data.

Logger.current_logger().report_media("html", "periodic_html", iteration=iteration, local_path="periodic.html")

Bokeh GroupBy HTML

See the example script's report_html_groupby function, which reports a Pandas GroupBy with nested HTML, created from Bokeh sample data.

Logger.current_logger().report_media(
    "html",
    "pandas_groupby_nested_html",
    iteration=iteration,
    local_path="bar_pandas_groupby_nested.html",
    )

Bokeh Graph HTML

See the example script's report_html_graph function, which reports a Bokeh plot created from Bokeh sample data.

Logger.current_logger().report_media("html", "Graph_html", iteration=iteration, local_path="graph.html")

Bokeh Image HTML

See the example script's report_html_image function, which reports an image created from Bokeh sample data.

Logger.current_logger().report_media("html", "Spectral_html", iteration=iteration, local_path="image.html")