Simplifying Data Processing Using Snowpark
In the previous chapter, we learned how to set up a development environment for Snowpark, as well as various Snowpark components, such as DataFrames, UDFs, and stored procedures. We also covered how to operate those objects and run them in Snowflake. In this chapter, we will cover data processing with Snowpark and learn how to load, prepare, analyze, and transform data using Snowpark.
In this chapter, we’re going to cover the following main topics:
- Data ingestion
- Data exploration and transformation
- Data grouping and analysis