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DaTaobao Tech
DaTaobao Tech
Apr 27, 2022 · Big Data

Comparative Study of JSON Processing Methods in MaxCompute

The study compares MaxCompute JSON extraction functions—FROM_JSON, get_json_object, and custom JMESPath/JSONPath UDFs—showing simple field extraction with get_json_object is fastest, while complex queries benefit from FROM_JSON or JMESPath, and outlines corresponding JSON generation methods and best‑practice recommendations.

DataEngineeringJMESPathMaxCompute
0 likes · 11 min read
Comparative Study of JSON Processing Methods in MaxCompute
DataFunTalk
DataFunTalk
Jan 25, 2019 · Big Data

Evolution and Technical Architecture of Ant Financial's Data Analysis Platform

This article presents a comprehensive overview of Ant Financial's data analysis platform, detailing its departmental role, the data analysis lifecycle, the platform's evolution from version 1.0 to 3.0, core technical components such as intelligent sync and pre‑computation, and a practical case study of performance optimization.

BigDataDataAnalysisDataEngineering
0 likes · 24 min read
Evolution and Technical Architecture of Ant Financial's Data Analysis Platform