Knowledge Graph — Coursera Notes › Academic disciplines › Information Technology / Computer Science › Cloud Computing › Snowflake

Snowpark

feature · part of Snowflake

A library and runtime for executing Python code on Snowflake data.

Inside Snowpark (3)

• Snowpark DataFrame — A lazy-evaluated DataFrame in Snowpark that supports chainable transformations like filter, select, group_by, agg, and sort.
• Session — An object in Snowpark that manages the connection to Snowflake and provides methods to read data and execute queries.
• withColumn — A Snowpark DataFrame method that creates or replaces a column, used here to create an encoded target column.

Connections

• Uses Snowflake session
• Uses Python Worksheet
• Related to Snowpark DataFrame
• Related to Session
• Related to Python
• Related to Compute layer

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