> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/sdgm/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/sdgm/_mcp/server.

# What types of data can Kumo ingest?

> Choose source connectors and column types for Kumo Engine

Kumo Engine reads local files and data in Amazon S3, Google Cloud Storage, Snowflake, Databricks, and BigQuery. File connectors support CSV and Parquet. Install the integration required by your source.

Supported column types include numerical, categorical, ID, text, timestamp, multicategorical, and numerical sequences such as embeddings. Set column types, primary keys, time columns, and relationships when defining your tables and graph.

See Connect Your Data using [Linux](/kumo-engine/user-code-guide/connect-your-data-linux), [Snowflake](/kumo-engine/user-code-guide/connect-your-data-snowflake), or [Databricks](/kumo-engine/user-code-guide/connect-your-data-databricks), [Tables](/kumo-engine/user-code-guide/set-up-a-graph/tables), and [Encoder Selection](/kumo-engine/user-code-guide/set-up-a-graph/encoder-selection).