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")