51zero / 51zero/eel-sdk

Support Distributed writes with EEL

Aperta
#253 3 commenti 0 reazioni 1 assegnatario Rivendicata da @hannesmiller Vedi su GitHub
enhancement
Lingua principale
Scala
Stelle
147
Fork
32
Metriche di merge delle PR
Nessuna PR unita negli ultimi 30g

Descrizione

Support Distributed writes with EEL

- N writers via JdbcSource -> KafkaSink
- N Writers via HiveSink/KuduSink/HBaseSink
- Now what if the **HiveSink** and others that use a **LinkedBlockingQueue** to service multiple writer threads could do this in a distributed fashion by wrapping the **LinkedBlockingQueue** interface, i.e. an implementation that wraps a Kafka topic - default one would still remain as threads?
- The gotcha is that when you are out-of-process you lose control on how to partition the data into reasonable sizes
- However for row oriented storage systems like Kudu and HBase it's perfect - the same usage pattern would even work for the JdbcSink

What do you think?

Guida per i contributori

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Direzione di ricerca

The issue proposes distributed writes by replacing LinkedBlockingQueue with a Kafka topic wrapper for sinks like HiveSink, KuduSink, HBaseSink, and JdbcSink. Start by examining the sink implementations in the codebase, particularly the queueing mechanism. Understand how partitioning works for row-oriented storage systems. The goal is to design a distributed queue interface that maintains data partitioning control.

Scritto dal modello di indicizzazione a partire dal testo della issue.

Valutazione

Stack tecnologico
kafka, scala
Ambito
backend, data-engineering, stream-processing
Tipo di issue
Funzionalità
Difficoltà
5/5
Tempo stimato
Più di una settimana
Stato di attività
Ferma
Chiarezza
Da chiarire
Idoneità per principianti
20/100

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