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Migrating from Apache Spark to Snowpark

As organizations evolve their data strategies, many find the need to transition from Spark-based architectures to Snowpark—Snowflake’s powerful, developer-friendly framework for building scalable data pipelines, directly inside the Snowflake Data Cloud.

Migrating ETL Workloads to Apache Spark

Organizations relying on legacy ETL systems often encounter critical bottlenecks around scalability, performance, and agility, hindering effective data analytics and operational efficiency.