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advanced

Advanced Asynchronous Patterns

#coding #async #reactive

Refactor synchronous data pipelines into reactive streams.

Refactor a legacy data processing pipeline that reads XML files, transforms them, and writes to a SQL database. The current implementation blocks I/O threads causing high latency. Rewrite the logic using a reactive programming paradigm (such as Project Reactor or RxJava) to achieve non-blocking backpressure. Specifically, handle the scenario where the database cannot keep up with the ingestion rate by implementing a buffering strategy that prioritizes recent data over old data, ensuring system stability under load.