Incremental Data Ingestion with Snowpark

This webinar follows the existing Data Cloud Deployment Framework (DCDF) series with a touch of Python, showing how to perform incremental ingestion and coding all these operations with Snowpark DataFrames. An introduction to DCDF and Snowpark is provided, and then we will dive into how these practices can be coded in Snowpark Python APIs. The content will cover how to:

• Utilize Snowflake notebooks to streamline code organization and execution.
• Emphasize Snowpark Python DataFrame API code templates to handle data ingestion, transformation and restructuring.
• Implement incremental processing and logical partition definitions to facilitate the tasks mentioned above. Additionally, orchestrate code using the Python API for Tasks and Dags.