Web Reference: Jan 16, 2026 · In this blog, we’ll demystify dynamic variable assignment in Spark SQL (Databricks), explain why `ParseException` occurs, and provide step-by-step solutions to resolve it. Jan 20, 2026 · Learn how to use the DECLARE VARIABLE syntax of the SQL language in Databricks SQL and Databricks Runtime. In this video, Simon runs through how Spark SQL parameters work, some of the neat tricks you can do using them, and has finally thought of a use case for "any column filtering"!
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Advancing Spark - Databricks SQL Variables & Dynamic WHERE Content
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