Data Segments

This guide will show you how to automatically add data segments to your model from code using the Python SDK.

For more information on data segments, see the Tracking Data Segments documentation.

Defining Data Segments

To add new data segments:

platform_segment = aporia.Segment(
    "Platform",
    field="platform",
    values=["desktop", "mobile"]
)

country_segment = aporia.Segment(
    "Country",
    field="country",
    values=["US", "IL", "DE", "FR", "GB", "DK"]
)

In this example, we're adding two new data segments - platform and country. To add the segments to your model, pass them to the model object:

model = aporia.Model(
    "My Model",
    type=aporia.ModelType.RANKING,
    versions=[model_version],
    segments=[platform_segment, country_segments]
)