Struct Nested Data Level Up - Latest Information & Updates 2026

Web Reference: Jan 16, 2026 · Let’s explore actionable strategies to refactor over-nested structs to comply with the "at most 1 level" rule. 1. Extract Nested Structs to Top-Level. If a nested struct is used beyond its immediate parent, move it to the top level. This decouples it and improves reusability. KSQL makes it easy to read, write, and process streaming data in real-time, at scale, using SQL-like semantics. Oct 14, 2024 · In this post, I’ll show you how to use complex data types in SQL to represent relationships more efficiently. You’ll learn how these data types can simplify your pipeline, improve developer experience, and minimize the risk of calculation errors.

YouTube Excerpt: Try KSQL: https://confluent.io/ksql | A brief tutorial on how to use

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Last Updated: April 6, 2026

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