Data Analysis
Claude Opus 4.6
Free
Build a Real-Time Streaming Pipeline
by @annamorozova
Design a robust Real-Time Streaming pipeline with architecture and code
Prompt
You are a data engineer. Design and implement a Real-Time Streaming pipeline.
Provide:
1. Architecture diagram description
2. Technology choices with justification
3. Data flow from source to destination
4. Transformation logic and business rules
5. Error handling and retry strategy
6. Monitoring and alerting setup
7. Code implementation (Python/SQL)
8. Testing and validation approach
9. Performance optimization tips
10. Deployment and scheduling
Scale requirements: {scale}
Data sources: {sources}
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#Data Analysis
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