# Snowflake

> Snowflake - Guides around integrating DataRobot with Snowflake

This Markdown file sits beside the HTML page at the same path (with a `.md` suffix). It summarizes the topic and lists links for tools and LLM context.

Companion generated at `2026-04-24T16:03:56.551322+00:00` (UTC).

## Primary page

- [Snowflake](https://docs.datarobot.com/en/docs/classic-ui/integrations/snowflake/index.html): Full documentation for this topic (HTML).

## Related documentation

- [Classic UI documentation](https://docs.datarobot.com/en/docs/classic-ui/index.html): Linked from this page.
- [Integrations](https://docs.datarobot.com/en/docs/classic-ui/integrations/index.html): Linked from this page.
- [Data ingest](https://docs.datarobot.com/en/docs/classic-ui/integrations/snowflake/sf-project-creation.html): Linked from this page.
- [Wrangle Snowflake data in DataRobot](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/dataprep/wrangle-data/build-recipe/index.html): Linked from this page.
- [Real-time predictions](https://docs.datarobot.com/en/docs/classic-ui/integrations/snowflake/sf-client-scoring.html): Linked from this page.
- [Server-side model scoring](https://docs.datarobot.com/en/docs/classic-ui/integrations/snowflake/sf-server-scoring.html): Linked from this page.
- [External functions and streams](https://docs.datarobot.com/en/docs/classic-ui/integrations/snowflake/sf-function-streams.html): Linked from this page.
- [Generate Snowflake UDF Scoring Code](https://docs.datarobot.com/en/docs/classic-ui/integrations/snowflake/snowflake-sc.html): Linked from this page.

## Documentation content

# Snowflake

The articles in this section progress from data ingest to creating projects and machine learning models based on historic training sets, and finally to scoring new data through deployed models via several deployment methodologies:

| Topic | Description |
| --- | --- |
| Data ingest | Retrieving data for Snowflake project creation. |
| Wrangle Snowflake data in DataRobot | Using Workbench in DataRobot, build wrangling recipes and push down those transformations to Snowflake where they are applied to the source data by leveraging Snowflake SQL. |
| Real-time predictions | Using the API to score Snowflake data. |
| Server-side model scoring | Using the API to integrate your deployment with Snowflake to feed data to your model for predictions and to write those predictions back to your Snowflake Database. |
| External functions and streams | Using external API call functions to create a Snowflake scoring pipeline. |
| Generate Snowflake UDF Scoring Code | Using the DataRobot Scoring Code JAR as a user-defined function (UDF) on Snowflake. |