This guide explains how to migrate from Apache Spark to Snowflake to simplify pipelines, cut costs, and improve scalability. Snowflake offers near-zero maintenance, elastic scaling, secure data sharing, and support for Python, Java, and Scala via Snowpark. It details assessing workloads, identifying what to migrate or re-engineer, and using tools like Mobilize.Net SnowConvert for faster conversions. Best practices include classifying workloads, cleaning and validating data, and running thorough tests. Benefits include reduced complexity, better governance, and faster insights through a single platform that unifies data storage, processing, and analytics .

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