Plotly Reporting

The plotly_reporting.py example demonstrates ClearML's Plotly integration and reporting.

Report Plotly plots in ClearML by calling the Logger.report_plotly method, and passing a complex Plotly figure, using the figure parameter.

In this example, the Plotly figure is created using plotly.express.scatter (see the Plotly documentation):

# Iris dataset
df = px.data.iris()
    
# create complex plotly figure
fig = px.scatter(
    df, 
    x="sepal_width", 
    y="sepal_length", 
    color="species", 
    marginal_y="rug", 
    marginal_x="histogram"
)
    
# report the plotly figure
task.get_logger().report_plotly(
    title="iris", series="sepal", iteration=0, figure=fig
)

When the script runs, it creates an experiment named plotly reporting in the examples project.

ClearML reports Plotly figures, and displays them in the ClearML Web UI > experiment details > PLOTS tab.