Structured Data Models Client

structured-data-models-client is published on PyPI and open source on GitHub:

pip install structured-data-models-client

Source, issues, and the full changelog.

The base install supports Kumo Tabular. Kumo Relational also needs its native engine: pip install "structured-data-models-client[relational]" on a supported Linux/Python runtime. See each model’s installation page for details: Kumo Tabular, Kumo Relational.

Explore the documentation

For AWS deployment with boto3 inference, see the SageMaker guides for Kumo Relational and Kumo Tabular.

Kumo Relational

Explore the model, connect a client, prepare related tables, and make predictions.

Kumo Tabular

Score a single table in context, with no training step.

Both sections use structured-data-models-client (imported as sdm_client), one Python client for both models. See Migrate to structured-data-models-client if you have code written against the earlier kumo-relational-client.

See Release Notes for release details.