Design a scalable data pipeline architecture
Design data pipeline for:
Data sources: ${{DATA_SOURCES}}
Processing needs: ${{PROCESSING_NEEDS}}
Destinations: ${{DATA_DESTINATIONS}}
Design:
- Ingestion layer
- Stream vs batch processing
- Transformation logic
- Data quality checks
- Storage architecture
- Query optimization
- Monitoring and alerting
- Backfill…Premium Prompt
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[{DATA_SOURCES][{PROCESSING_NEEDS][{DATA_DESTINATIONS]