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Answer: Use streaming tables for bronze quality data and streaming live tables for silver and gold quality data.
**Correct Answer: B. Use streaming tables for bronze quality data and streaming live tables for silver and gold quality data.** **Explanation:** This is the recommended best practice because: - **Streaming tables** are ideal for **bronze quality data** (raw data ingestion) as they provide low-latency ingestion capabilities for streaming data sources - **Streaming live tables** are better suited for **silver and gold quality data** as they support more complex transformations, data quality constraints, and incremental processing pipelines This approach ensures: - Efficient raw data ingestion with minimal latency - Proper data quality enforcement and transformations in later stages - Scalable and maintainable streaming data pipelines - Clear separation between ingestion and transformation layers
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Which of the following is considered a recommended best practice for ingesting streaming data?
A
Use streaming live tables for raw data and streaming tables for bronze, silver, and gold quality data.
B
Use streaming tables for bronze quality data and streaming live tables for silver and gold quality data.
C
Use streaming live tables for bronze quality data and streaming tables for silver and gold quality data.
D
Use streaming tables for raw data and streaming live tables for bronze, silver, and gold quality data.
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