Ultimate access to all questions.
Upgrade Now 🚀
Sign in to unlock AI tutor
Implement best practices when streaming data from multiplex bronze tables. Describe the steps involved in setting up a robust and efficient streaming pipeline, including error handling and data quality checks.
A
Directly stream data from bronze tables to silver tables without intermediate checks.
B
Implement batch processing for data quality checks before streaming to silver tables.
C
Set up continuous monitoring and automated retries for failed data transfers.
D
Use a combination of real-time data quality checks, automated error handling, and periodic audits to ensure data integrity and system reliability.