AbsaOSS / AbsaOSS/enceladus

Add support for slowly changing mapping tables

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Conformance feature priority: medium under discussion
主要语言
Scala
星标
33
派生
16
PR 合并指标
30 天内没有已合并 PR

描述

## Background
Streaming conformance currently uses static mapping tables read from HDFS.
If a job is running long enough the mapping tables become outdated.

## Feature
Long-running streaming conformance jobs need a way to make in-memory mapping tables up to date.

Not sure yet how to pick up the changes to mapping tables.
- [ ] Periodically check the HDFS folder with mapping tables for updates
- [ ] Subscribe to a Kafka topic with changes to mapping tables

Which way to go depends on how MDM and MDR are done.

贡献指南

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调研方向

No file, test, or entry point is named. Start by locating the streaming conformance implementation and reading how MDM and MDR handle mapping-table changes, then decide whether HDFS polling or Kafka updates fits; done means long-running jobs keep their in-memory mapping tables current.

由索引模型根据 Issue 内容生成。

评估

技术栈
hadoop, kafka, scala
领域
data-engineering, stream-processing
Issue 类型
功能
难度
5/5
预计耗时
一周以上
活跃度
停滞
描述清晰度
需要澄清
新手友好度
20/100

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