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DataFunSummit
DataFunSummit
Jun 21, 2024 · Big Data

Building a Complete Data System with Apache Arrow: Architecture, Dynamic Schema Modeling, and Practical Tips

This article explains why new data systems are needed, introduces Apache Arrow and its columnar in‑memory format, describes dynamic read‑time modeling, outlines the system’s execution flow, storage and indexing strategies, and shares practical tips and extensions for building scalable big‑data solutions.

AceroApache ArrowBig Data
0 likes · 20 min read
Building a Complete Data System with Apache Arrow: Architecture, Dynamic Schema Modeling, and Practical Tips
DataFunSummit
DataFunSummit
Apr 23, 2024 · Big Data

Building a Data System with Apache Arrow: Design, Implementation, and Practical Tips

This article explains why new data systems are needed, introduces Apache Arrow’s columnar in‑memory format and its zero‑copy advantages, describes how to model data at read time, outlines the execution flow with Acero and SQL planning, and shares practical tips and extensions for building robust, dynamic‑schema data platforms.

AceroApache ArrowBig Data
0 likes · 20 min read
Building a Data System with Apache Arrow: Design, Implementation, and Practical Tips